Algorithmεργασίες

...first 1,000 samples belong to Class 1, and the second 1,000 samples belong to Class 2). The network consists of two input neurons, one hidden layer with an adjustable number of hidden neurons, and one output neuron. 1. Online learning algorithm - Plot the learning curve (number of epochs versus mean squared error for each epoch). - Evaluate the classification accuracy for the training set and the entire dataset. - Investigate the impact of the learning rate. - Investigate the impact of the steepness parameter of the activation function. 2. Batch learning algorithm - Plot the learning curve. - Evaluate the classification accuracy of the training set and the entire dataset. - Investigate the impact of the number of hidden neurons. - Investigate the impact of data preprocess...

I want to ramp up my presence on Facebook, Instagram, and TikTok with a clear, numbers-driven objective: more followers. The fastest way for us to get there is video, so I need a marketer who can take charge of short-form content from concept to publication. Here is what I have in mind. You’ll audit my existing accounts, map out a strategy that fits each platform’s algorithm, and then turn that plan into a steady stream of eye-catching reels, stories, and TikToks. Hooky captions, trending sounds, smart hashtags, and consistent branding should all come naturally to you. Because growth without proof is pointless, I also expect a simple reporting routine—analytics snapshots that show follower gains and post performance so we can double down on what works. Deliverab...

I’m doubling down on daily running-themed reels for Instagram and...to: • Maintain a simple content calendar so I can see what’s queued. • Watch Insights, send me a short weekly report on reach, saves, and follower gains. • Suggest new reel ideas or challenges suited to runners. Premiere Pro, Final Cut, CapCut, or even mobile-first tools—use whatever lets you turn edits around quickly as long as the final export is crisp 1080×1920 and ready for Instagram’s algorithm quirks. Fluency in spoken and written Tamil is non-negotiable; understanding Tamil pop-culture references is a big plus. If this sounds like your lane, share a link to two or three Reels you’ve cut in a similar style, tell me your usual turnaround time, and let&rsq...

I want to rapidly expand my Facebook ...collaboration: • Strategy & Execution: Develop and run follower-building tactics that fit my goal of driving clicks to site, not just inflating vanity numbers. • Content Amplification: Craft engaging captions, hashtags, and visual treatments that make each blog post irresistible to new users. • Community Boosting: Encourage interaction, respond to comments, and keep the page lively so the algorithm keeps showing my links. • Tracking & Reporting: Provide concise weekly updates on follower growth, reach, and, most importantly, link clicks to my domain. If you have a proven track record growing Facebook pages through organic and light-paid techniques—and you understand how to translate extra followers int...

...sound-synced captions—nothing too flashy, just clear and conversion-driven. – Visual ratio: 9:16, native IG Reels resolution, export in 1080 × 1920 H.264. Account set-up & posting • New accounts must look authentic: profile pic, short bio, and the casino’s tracking link in bio. • Schedule or manually post every 24 hours; vary hashtags to aid reach. • Reply to early comments to nudge algorithm traction. Payment UPI or any standard online transfer released every week upon proof of 7 consecutive daily posts across all pages. Acceptance criteria 1. 30 unique, brand-compliant Reels delivered and published per account. 2. Working DM automation demonstrated on each page. 3. Analytics screenshot each week showing reach a...

...think about my library, so the interface needs to surface those three filters prominently and let me combine them if I wish. • Once I have a final selection, the app should open the standard share sheet so I can send the chosen files through any installed channel (Messages, WhatsApp, AirDrop, e-mail, etc.). Accuracy is key: false positives in face grouping must be minimal, and whenever the algorithm is unsure, it should simply place the photo in an “Unsorted” bucket so I can manually move it. I’m happy for you to use Apple’s Vision/Core ML, Google ML Kit, OpenCV or another proven face-clustering library—whatever offers reliable on-device processing and keeps users’ photos private. Deliverables 1. A fully functional mobile app (native...

I’m ready to turn a fresh idea into a working MVP and need an AI specialist who can own the end-to-end predictive analytics layer. The single most important outcome is a model that takes my existing data, produces reliable forecasts, and is simple enough to slot straight into a lightweight product demo. Here’s the scope in plain words: • Select and train an algorithm that balances accuracy with speed—feel free to use Python, TensorFlow, PyTorch, or another framework you prefer, so long as the environment is reproducible. • Wrap the model in a small REST or GraphQL API so I can call predictions from a basic front-end. • Hand over deployment instructions for a cloud environment (AWS, GCP, or Azure—your choice) so the MVP runs in a real set...

...on four core modules: • Rich user profiles and advanced search – each member should enter detailed personal information and upload both photos and videos so they can be found through intuitive filters. • Real-time communication – text messaging must work instantly, and in-app voice calls should connect members securely without sharing phone numbers. • Matchmaking and recommendations – an algorithm that suggests compatible profiles based on user-supplied criteria. • Free horoscope matchmaking – a built-in tool that automatically compares two users’ horoscopes, displaying clear compatibility results at no extra cost. I expect polished, intuitive native or cross-platform code (Kotlin/Swift/Flutter/React Native are all accept...

...begin the slideshow. And should have a function when called it will display any image (JPG) by providing image path (including name). Swapping cards or adding images to the directory must work without reflashing. A quick video demo or serial log that proves smooth playback across at least fifty images will confirm completion. I will create one milestone, it will be released only when I try the algorithm and it runs smoothly. Any SD related requirement (for example mounting/unmounting) should be included...

I film daily workout routines in my gym and I need those raw clips transformed into punchy, fast-paced Instagram Reels backed by the right music. Alongside the edits, I also want a simple guide that tells me exactly how to shoot: the best angles for each exercise, ideal lighting inside a typical weight room, how long each take should be, ...delivered as high-quality MP4s ready for direct upload to Instagram plus the project files (Premiere Pro, Final Cut, or DaVinci—whatever you use). • A one-page PDF or Google Doc outlining camera settings, tripod height, sample storyboard frames, and a short checklist I can keep on my phone while filming. If you love crafting dynamic fitness content and know exactly how to leverage Instagram’s algorithm-friendly audio, let&rsqu...

...with some of these tools (not necessarily all): ChatGPT (for scripting/idea generation) CapCut / Premiere Pro / After Effects Runway ML Pika Labs / Pika Art Midjourney / Leonardo AI / Stable Diffusion ElevenLabs / AI Voice Generators Canva AI Descript Subtitles & caption automation tools What We Are Looking For: Creative mindset (VERY important) Understanding of YouTube and Instagram algorithm Ability to create hook-based engaging videos Fast turnaround time Someone willing to grow with the team Good communication Bonus (Not Mandatory): Experience with faceless YouTube channels Dark psychology / educational / storytelling content editing Thumbnail creation Project Type: Long-term / Monthly work Budget: ₹10,000 – ₹20,000 per month (Based on skill ...

...Engineer to support a STATCOM upgrade project Upgrade from old controller PSR II ABB uses the ABB AC800PEC . The objective is to design, implement, and deploy control algorithms developed in Simulink / MATLAB into the AC800PEC Toolbox environment, ensuring real-time execution and stable grid performance. ________________________________________ SCOPE OF WORK The selected engineer will: 1 Control Algorithm Development • Develop and/or refine dq-axis current control • Design PLL (Phase-Locked Loop) for grid synchronization • Implement DC link voltage control • Reactive power / voltage regulation control • PWM generation strategy 2 Model-Based Design • Develop control models in Simulink • Validate system stability and dynamic performance • Per...

...teaching pattern is limited to only Mon/Wed . Conflict checking is critical. If I later open the output file, change an instructor or move a time by hand, the tool must immediately warn me of either of the two conflicts I care about: instructor time conflicts or any overlap between courses on the master schedule. Student load limits are not required. Time slots are completely flexible; the algorithm can choose any logical blocks that satisfy the above rules. If you need guidance on our usual day-part lengths I can supply them, but please build in a simple way for me to edit or add slots later. I am language-agnostic—Python, JavaScript, C#, anything that can deliver a small desktop or browser-based utility is fine as long as I can run it on Windows with minimal setup. Th...

...progress with a fun “Relationship Level” Main Features: Account Setup User information: name, age, gender Partner information: name, age, gender, preferences Relationship status and duration Games Section Includes interactive games: Word Game: Each partner has a list of words; the app uses a built-in algorithm to match compatible actions between partners. Truth Game: Question cards to explore each partner’s preferences Additional games and daily challenges for fun and engagement Word Matching Algorithm Matches the words chosen by each partner based on predefined rules Provides instructions only when the words are compatible Sensitive/sexual words are protected and can be modified later Relationship Level Each game or challenge awards points Tracks the cou...

...reach to the correct audience. I have already tried switching up hashtags, running ads, and actively engaging with followers, but the problem persists. I now need an experienced Instagram growth specialist who can: • Audit my current followers and flag inactive, suspicious, or off-niche accounts • Analyse recent reach and demographic breakdowns inside Instagram Insights to identify where the algorithm is misfiring • Recommend concrete steps—content tweaks, hashtag sets, ad-set adjustments, or cleanup measures—to realign my account with its intended audience • Provide a concise action plan I can follow over the next 30 days, including measurable checkpoints Please share relevant experience tackling similar audience-mismatch issues, especiall...

I need our company’s LinkedIn and Instagram account pushed to the next tier of visibility—10 k fresh, organic followers within 15 days—through relentless, value-adding engagement. The priority platform is LinkedIn and Instagram, but I also want supporting activity on Facebook and Twitter so each new post earns maximum views, imp...15 calendar days. • Visible uptick in engagement metrics—views, impressions, comments and shares—on at least the last five company updates. • Daily activity log with links/screenshots that demonstrate comments, shares and outreach actions. All tactics must remain strictly organic; paid ads are off the table. If you thrive on high-speed interaction and know how to make LinkedIn and Instagram algorithm work in our fav...

Our health-focused brand is ready to scale its presence on Instagram through a well-planned social media marketing push. The assignment centers exclusively on that platform—while I may expand to Facebook or Twitter later, every tactic you propose now should revolve around Instagram’s algorithm, features, and audience behaviour. What I need: • A concise strategy that defines target personas, key messages, posting cadence, and measurable KPIs. • A 30-day content calendar with post copy, visual concepts, and recommended formats (Reels, Stories, carousel, static). • Creative direction for graphics or short videos that align with evidence-based health information and platform guidelines. • Community management guidelines covering comment moderation ...

I am developing an electrical-engineering project that revolves around control systems in MATLAB, with the spotlight on a full PID controller. The assignment covers modelling the plant, coding the proportional–integral–derivative algorithm, running time-domain and frequency-domain simulations in MATLAB/Simulink, and iteratively tuning the gains until the closed-loop behaviour meets standard performance indices. Because the emphasis is strictly on PID control, every step—from deriving the transfer function (or importing real-world data) to generating Bode, step-response, and error plots—must be documented so the workflow is reproducible. Control System Toolbox and Simulink are expected throughout; you are free to introduce additional MATLAB toolboxes if the...

Παρακαλούμε Κάνε Εγγραφή ή Κάνε Είσοδο για να δεις λεπτομέρειες.

I'm looking for an experienced social media expert to help build my personal brand on Instagram, specifically through videos and reels. Key Requirements: - Develop a content strategy centered around engaging videos and reels. - Create high-quality, capt...videos and reels. - Create high-quality, captivating videos and reels that align with my personal brand. - Schedule and post content at optimal times for maximum engagement. - Monitor analytics and adjust strategy as needed. Ideal Skills and Experience: - Proven track record in growing personal brands on Instagram. - Expertise in video production and editing. - Strong understanding of Instagram's algorithm and analytics. - Excellent communication and creative skills. Please provide examples of previous work and a bri...

...Maintains first-page positioning for a defined durability period Clarity matters. Measurement will be transparent and verified. What You Must Bring Proven track record of ranking competitive keywords Experience working in investigative, reputation, or sensitive content niches Strong backlink acquisition capability (white-hat editorial placements preferred) Understanding of search volatility and algorithm updates Ability to structure content clusters and topical authority Familiarity with schema markup and AI search indexing signals You must provide examples of page-one rankings you achieved and maintained. Backlink Strategy You will be responsible for building quality backlinks to support rankings. We expect: Clean link acquisition Natural anchor strategy Sustainable veloci...

...CrownJewelers.com. The goal of this project is to pinpoint the exact month and year the decline began and identify the most likely technical or algorithmic cause. Key Objectives: Timeline Identification: Determine the precise month and year when traffic began to significantly deviate from previous trends. Root Cause Analysis: Analyze whether the drop correlates with specific events, such as: Google Algorithm Updates (e.g., Panda, Penguin, Core updates). Technical site changes or migrations. Loss of key backlinks or domain authority. Indexing or "manual action" issues. Data Integration: Use a combination of available first-party data (Google Analytics/Search Console) and third-party tools (Semrush, Ahrefs, Wayback Machine) to reconstruct the timeline. Deliverabl...

...for nonprofit updates Personalized resource filtering Integrate and prepare the data‑collection algorithm that powers the Community Needs Tracker Ensure the MVP is stable, intuitive, and ready for field testing with community‑based organizations Collaborate with the founder and, once hired, the Purdue Pathmaker intern developer to ensure smooth handoff and continuity Scope of Work The contractor will be responsible for: Translating UI/UX designs into responsive, accessible mobile screens Developing backend logic and API connections needed for core functionality Implementing user authentication and secure data handling practices Building the initial version of the Community Needs Tracker algorithm Conducting basic QA testing and resolving issues prior to field deployment Pr...

I’m running a server and I’m looking for an experienced developer to build a fully custom mining pool environment from the ground up. The setup should support two modes on the same server: a solo mining pool for Fractal Bitcoin (FB) using the SHA-256 algorithm, and a merged-mining pool that works with both Bitcoin (BTC) and Fractal Bitcoin at the same time. This needs to be a completely custom solution rather than based on existing pool software like MPOS or NOMP. You’re free to choose the programming language and framework as long as the result is stable, efficient, and well documented. Once everything is set up, my ASIC miners should be able to connect via Stratum and begin hashing without issues. The pool must fully support SHA-256 mining in both solo and merge...

...have in mind, so please do not rely on the NIST software itself as a source of bits, only as the evaluator, • run every applicable test in the suite against my sequences, capture all intermediate statistics, and interpret the p-values with respect to the recommended 1 % / 5 % thresholds, • prepare a clear report that explains each step: how you built or installed the suite, the generator algorithm you coded, the command lines or scripts used, and why every parameter was chosen. Finish with a concise discussion of what the results say about the quality of the sequences for cryptographic use. Deliverables I need: 1. Well-commented source code for the bit-stream generator. 2. Any helper scripts or makefiles required to drive the NIST tests. 3. A PDF report (or M...

...be added later, but click-to-select is essential for this prototype. • When the player confirms, your code checks the transaction. If the change is mathematically perfect the session continues; any mistake triggers an immediate “game over” screen. Key requirements – Absolute accuracy of change calculation for all standard UK denominations (£50-£5 notes, £2-1 coins, 50p-1p). – Efficient algorithm that copes with limited quantities of each denomination and still finds a correct combination when one exists. – Clean, commented Blueprints (or C++ if you prefer) so I can expand visuals later. – Simple UI widgets: item list with prices, running subtotal, cash palette, change palette, confirmation button, and a restart...

I will provide a complete 6-8 page research manuscript in IEEE format, featuring a customized AI model (Random Forest/LSTM) for precision farming. The package includes: Full Research Paper (Word/PDF) with IEEE referencing. 10 Professional Presentation Slides (PPT). Data analysis, high-resolution graphs, and an algorithm flowchart. Zero plagiarism and 100% compliance with conference standards.

...IEEE-format research paper for an international college conference and need a skilled writer-researcher to help craft the entire manuscript. The focus is precision farming and resource optimization, and I want it to go beyond a literature survey—I’m aiming to introduce a fresh model or algorithm built around historical agricultural data. Here’s the scope in plain terms: • Frame a clear problem statement that shows why traditional practices waste inputs and how AI can optimise them. • Design or refine an algorithm that mines past yield, soil, and weather records to recommend precise fertiliser, water, or pesticide schedules. You may choose a well-known approach (e.g., random forest, LSTM, or optimisation heuristics) but it must be customise...

I’m looking for a reliable writer ...call-to-action. • Light hashtag research so every post stays discoverable without feeling spammy. • Ideas or angles are welcome, but I’ll always supply the key message, product info, or campaign goal up front. What I value • Native-level Indonesian or polished bilingual writing that sounds natural on Facebook. • An understanding of Facebook’s latest best practices (character limits, link previews, algorithm-friendly phrasing). • Quick turnarounds—24 hours for initial drafts, same-day edits on small tweaks. Deliverables will be shared in a Google Doc each Monday, with all revisions finalized by Friday so the queue is ready the following week. If this rhythm feels comfortable to you, let&rs...

I’m looking for a reliable writer ...call-to-action. • Light hashtag research so every post stays discoverable without feeling spammy. • Ideas or angles are welcome, but I’ll always supply the key message, product info, or campaign goal up front. What I value • Native-level Indonesian or polished bilingual writing that sounds natural on Facebook. • An understanding of Facebook’s latest best practices (character limits, link previews, algorithm-friendly phrasing). • Quick turnarounds—24 hours for initial drafts, same-day edits on small tweaks. Deliverables will be shared in a Google Doc each Monday, with all revisions finalized by Friday so the queue is ready the following week. If this rhythm feels comfortable to you, let&rs...

...the US audience Support local SEO (if applicable): Google Business Profile optimization, citations, local rankings Track keyword rankings (US SERPs), traffic, and conversions Provide weekly/monthly SEO reports with clear KPIs and action plans Requirements & Skills:- Proven experience as an SEO Executive / SEO Specialist for US websites Strong understanding of Google US search behavior and algorithm updates Hands-on experience with: Google Analytics Google Search Console Ahrefs / SEMrush / Moz Experience building US-based backlinks Strictly white-hat SEO techniques only Ability to work independently and communicate clearly Website Information:- Website type: [E-commerce / Service / SaaS / Blog] Target audience: United States Current website status: [New / Exis...

...polished, ready-to-post Instagram Reels. Every clip should feel trendy and modern, fit the 9:16 frame, and load fast and crisp on mobile. Here’s the typical flow: I’ll share a short outline, reference audio, and the key hook. You’ll generate the visuals in Higgsfield, do any light compositing or text overlays, trim to under 60 seconds, and send back an MP4 that’s fully optimised for the Reels algorithm (cover frame included, file size balanced for quick upload). Speed matters—I often need several iterations in a single day when a trend is hot—so consistency and quick turnaround are essential. Whether you’re a fresher experimenting with generative video or an experienced editor, what counts is that you already know your way around Higgsf...

...reach, engagement, and followers organically for my Instagram page. Page details: • Niche: Short reels (office humour / relatable content / fun videos) • Current stage: Early growth, consistent posting • Goal: Increase reel reach, explore visibility, saves, shares & genuine followers What I’m looking for ✅ Proven experience growing Instagram pages ✅ Strong understanding of Instagram Reels algorithm ✅ Knows hashtag strategy, posting time, caption hooks & CTA ✅ Can suggest content improvements (hook, text timing, pacing) ✅ NO bots, NO fake followers, NO paid views Your responsibilities • Audit my current Instagram page • Suggest a weekly growth strategy • Optimize captions, hashtags & posting schedule • Give actionable...

Παρακαλούμε Κάνε Εγγραφή ή Κάνε Είσοδο για να δεις λεπτομέρειες.

...Fixed salary nahi - YouTube revenue ka 50% share milega (50–50 partnership) - Long-term kaam ke liye opportunity Note: This is a long-term revenue-sharing project. Currently, the channel has no active revenue. Looking for an individual creator (not an agency or team) who is comfortable starting from zero and growing together. Requirements: - Hindi content creation ka experience ho - YouTube algorithm ka basic knowledge ho - Consistency aur discipline ho - Copyright / reuse policy ka knowledge ho Best for: - New YouTubers - Freelancers jo long-term passive income chahte ho - Video editors + content creators “Long-term work + revenue sharing opportunity” Payment Model: - Fixed salary nahi - YouTube revenue ka 50% share milega (50–50 partnership) - Long-...

...indicator for the chart. Here is the code: //@version=5 indicator('Linear Regression ++ [Dev Lucem]', 'Lin Reg ++ [DL]', overlay=true) mtf_val = ('', 'Resolution', inline="config", group="Algorithm Config") source = (close, inline="config", group="Algorithm Config") length = (100, minval=1, inline="config1", group="Algorithm Config") dev = input(2.0, 'Deviation', inline="config1", group="Algorithm Config") offset = (0, minval=0, inline="config2", group="Algorithm Config") smoothing = (1, minval=1, inline="config2", group="Algorithm Config") line_thick = (4, 'S&R ...

...consistency is my north star, yet the current strategy is only partially developed; I have broad themes, rough outlines, and some visual guidelines, but the packaging, pacing, and data-driven fine-tuning still need expert hands. Here’s what the role looks like day-to-day: • Planning: refine the existing roadmap, craft hooks and titles that win the click, and schedule releases so each upload feeds the algorithm rather than fighting it. • Editing: assemble footage into dynamic shorts and 8-10-minute mains, using punchy openers, tight jump cuts, motion graphics, and captions that boost retention. Adobe Premiere, Final Cut, CapCut, or DaVinci Resolve—use whichever tool lets you work fastest while keeping quality high. • Optimization: research keywords...

I’m building a PdM application and need one-on-one guid...such as SciPy or MATLAB. Deliverables • Live or recorded coaching sessions walking through proper sensor placement, sampling parameters, and data cleansing • Annotated pseudo-code or prototype functions that implement the three analysis techniques, ready for integration into the larger architecture • A brief checklist I can reuse to validate data quality before each algorithm run Acceptance criteria • Each algorithm returns accurate metrics when tested against my benchmark datasets • Your explanations leave me confident in independently refining and extending the code If this matches your expertise, let’s schedule our first session and start transforming those vibra...

I want a production-ready Python algorithm that can scan the Nifty 50 throughout the session, weigh profit opportunities against downside risk, and fire off intraday orders several times a day when the reward-to-risk profile is attractive. Core logic • Fuse three data streams in real time: historical price series, live technical-indicator feeds that you compute on the fly, and sentiment or headline signals drawn from the latest market news. • Use that blended input to generate probabilistic forecasts, then translate those forecasts into position sizing that keeps risk in check while still pursuing upside. • The system must be able to trigger, modify, and exit trades automatically during market hours—no end-of-day batching. I code in Python myself, so ple...

Looking to do analysis on a Polymarket trading technique to understand what kind of strategy is being used, comparing it with copy trading bots to understand more about the edge. You also need excellent coding/algorithm skills to understand and tweak code

I need an expert to improve the accuracy of a histopathologic cancer detection model. The current model needs enhancement, and I prefer using algorithm enhancement for this task. Key Requirements: - Improve the model's accuracy in detecting cancerous tissues. - Use advanced techniques and methodologies for algorithm enhancement. Ideal Skills and Experience: - Expertise in machine learning and deep learning - Strong background in medical image analysis - Experience with histopathological images - Proficiency in Python and relevant libraries (TensorFlow, Keras, PyTorch) - Familiarity with model evaluation and performance metrics Please provide examples of similar work and a detailed approach to how you would tackle this project.

...sometimes, end screens, cards) Delivering in 1080p or 4K, ready for upload Requirements / Must-haves: Proven experience editing for YouTube channels (please share 2–3 recent YouTube video links you've edited) Proficient in [software you prefer/require, e.g., Adobe Premiere Pro, DaVinci Resolve, Final Cut Pro, CapCut – mention if you're flexible] Strong sense of pacing, storytelling, and YouTube algorithm-friendly editing (retention hooks, jump cuts, etc.) Good English communication (for feedback and revisions) Available for [your timezone preference or turnaround, e.g., 3–7 day delivery per video] Nice-to-have: Experience with [your niche, e.g., gaming, tech reviews, vlogs, tutorials, faceless channels] Can help with thumbnail design or script sugges...

I'm looking for an experienced social media marketer to promote and sell my handmade crafts and aromatherapy/wellness digital products on Etsy. Key Tasks: - Crea...Utilize platforms like Instagram, Pinterest, and Facebook to showcase my products. - Develop eye-catching content, including images and videos. - Monitor and analyze campaign performance, adjusting strategies as needed. - Collaborate with me to understand my brand and target audience. Ideal Skills and Experience: - Proven track record in social media marketing. - Familiarity with Etsy and its algorithm. - Strong visual content creation skills. - Excellent communication and analytical abilities. - Passion for handmade and wellness products is a plus. I'm eager to work with someone who can help elevate my shop...

I need an expert to develop embedded algorithms for our OWLY predictive maintenance platform. The platform uses fused vibration and acoustic sensing to detect early equipment faults in home appliances, s...The platform uses fused vibration and acoustic sensing to detect early equipment faults in home appliances, specifically washing machines, dryers, and refrigerators. Key Requirements: - Convert sensor data into actionable equipment health diagnostics. - Focus on early fault detection for motors, bearings, and gearboxes. Ideal Skills and Experience: - Strong background in embedded systems and algorithm development. - Expertise in signal processing and sensor data analysis. - Experience with home appliance maintenance or diagnostics. - Familiarity with machine learning techniques ...

...stripe-like patterns in still images, but it needs to move from “proof-of-concept” to a polished, deployable module. The current model does a reasonable job on simple samples, yet its accuracy drops with noisy backgrounds, it only understands a handful of stripe geometries, and it processes large batches slower than I’d like. The brief is straightforward: • Improve accuracy: fine-tune the existing algorithm—or replace it—so it handles challenging lighting and mixed-texture scenes without a spike in false positives. • Add more pattern types: extend recognition beyond the basic horizontal/vertical stripes to oblique, curved, or irregular banding the current code ignores. • Optimize performance: refactor the pipeline for faster image...

I manage several professional-service brands that rely on Facebook’s ecosystem for steady lead flow. Since the latest algorithm update our cost efficiency has slipped, so I want an experienced Meta media buyer to step in, diagnose why performance changed, and rebuild the campaigns with lead generation as the sole objective. Your day-to-day will involve a deep audit inside Ads Manager, tightening audience segments, refreshing creative, and setting up conversion tracking—from Pixel to CAPI—so that every tweak directly improves lead quality rather than just volume. Please be ready to work inside existing Business Manager assets, collaborate with my in-house designer for ad variations, and document key optimisations so I can follow the logic later. Deliverables &bu...

...polished and executive-ready. I want the headline and “About” summary rewritten so they read sharply, spotlighting key industry terms, role-specific keywords, and my leadership wins without drifting from a professional, formal voice. The Experience and Skills sections also need tightening: concise achievement-driven bullet points, clean formatting, and consistent keyword use so recruiters and the algorithm both notice. Visual branding matters, too. Please guide me on an appropriate profile photo (light retouching if needed) and design a banner that reinforces the same executive tone while subtly weaving in my sector’s visual cues. Deliverables – all copy and graphics supplied in ready-to-upload format – must: • Keep wording strictly p...

...into the motor-control loop over CANopen. I’m aiming for a balanced mix of speed and accuracy so operators never feel lag yet still enjoy drift-free performance during long takes. You will be starting from my current codebase (MCUXpresso / NXP SDK), which already handles basic hardware abstraction and CANopen messaging. The focus is on: • Writing or adapting a quaternion-based sensor-fusion algorithm optimised for the MKV56 (FPU enabled). • Integrating it cleanly with my existing control system. • Publishing the fused attitude, angular-rate residuals, and confidence metrics on the current CANopen PDOs. Deliverables 1. Updated firmware source, project files, and build instructions. 2. Brief tuning guide so we can adjust filter gains for different...

TERMS OF REFERENCE (ToR) AI-Driven, Viral-First Digital Marketing for JOZI App 1. Background JOZI is an AI-powered, culturally intelligent dating application designed to address key failures of existing global dating platforms, including: • Lack of trust and safety • Poor cultural relevance • Algorithm opacity • High prevalence of fake profiles • Exploitative and opaque monetization models The platform adopts an Africa-first strategy, followed by expansion to the African diaspora and global markets, with a strong emphasis on: • Authentic human connections • Safety and trust • Intention-driven and culturally aligned matchmaking This Terms of Reference (ToR) defines the scope of engagement for a full-stack digital marketing and growth partner re...

I need someone who already understands Snapchat’s Spotlight algorithm and can handle the daily grind of uploading thirty short videos to my account every single day. All footage will be supplied by me; your task is to get each clip live, fully optimised, and primed for maximum reach so the view count climbs steadily. You’ll decide the best times to post, add the right captions, sounds, and Spotlight tags, and keep a close eye on any trends or guideline changes that could affect visibility. My key metric is more video views—follower growth is a bonus, but views are how we’ll measure success. Deliverables: • 30 Spotlight uploads per day using the videos I provide • Captions, sounds, and tags chosen to boost reach • Daily snapshot of views plu...