I'm Ishrat, a specialist in image and video annotation. I've worked for companies for more than 4+ years. I'm proactive, motivated by myself, and capable of working in any environment. Completely self-assured and cooperative when performing work for my clients. My key priority is to serve you promptly and with absolute accuracy. There's no need to search anymore if you need a trustworthy and knowledgeable freelancer. My top priorities are ensuring you are happy with the outcome and attending to your needs. Together, let us realize your projects!

I'm a passionate Data Annotation specialist with eight years of experience in various annotation tasks, including Bounding Box, Polygon, Point, Broken Line, Keypoints, Instance/Semantic Segmentation, and Natural Language Annotation. I've worked on LiDAR tasks for self-driving cars and collaborated with multiple companies, platforms, and projects to advance Artificial Intelligence development. My expertise spans across diverse industries, ensuring high-quality data for machine learning models. I'm dedicated to precision and efficiency, constantly seeking innovative solutions to improve annotation processes. I've gained experience with a variety of specialized internal software programs and open-source tools for generating training datasets. ✔️Alegro ✔️Amazon sagemaker ground truth ✔️Boobs ✔️Colabeler ✔️CVAT ✔️Dataloop ✔️Imagetagger ✔️Gimp ✔️Google Cloud Platform ✔️G Studio ✔️LabelMe ✔️Labelbox ✔️Labelimg ✔️Label Studio ✔️Makesense ✔️Roboflow ✔️Segments(.)ai ✔️Superannotate ✔️Supervisely ✔️V7 Darwin ✔️VoTT ✔️VGG/VIA and others. 👉 (output format:JSON |JSON-MIN | COCO | TSV | CSV | TEXT (yolo) | XML (PascalVoc)| BD | CTNK | Tensorflow records | CONLL2003 ) I am knowledgeable in using FFMPEG for data conversion and changing the resolution of imagery. In this role, I managed a remote team of professionals. My responsibilities: - Assigning tasked work to remote workers via the cloud. - Answering questions for edge cases. - Reminding the workers about task deadlines - Collecting labeled datasets. - Reviewing labeled datasets. (Making sure that the labels & metadata are correct as per instructions. Assuring the quality and accuracy.) - Maintaining and Updating worksheets A Jack of all trades, self-motivated, hardworking, and a quick learner. I pride myself on providing the highest quality of work and fast delivery. If you need my help. Drop a message and let's discuss it!

With over 5 years of experience I specialize in annotating and labeling images for machine learning and AI applications. With a proven track record in creating accurate high-quality datasets across diverse domains.

I am Naresh, co-founder of Amenity Technologies, a company that specializes in assisting companies with AI/ML and Data Science & Analytics. I provide end-to-end AI consultancy. I'm a senior computer vision and machine learning engineer with vast experience in full-stack development, AR/VR, and robotics. with more than 8.5+ years of expertise working with businesses to produce creative initiatives that will bring value to their projects based on innovation. The following is a list of the technologies I employ daily when I code: ✅ N8N automation for restaurants calling bot, voice calling bot for Real Estate clients, sales team training voice bot. ✅ AI Agents: Implemented Agentic workflow with LLMs, SLMs, RAGs, Agentic RAG, LangFuse. ✅ LLMs: AI based Marketing Journey Crerator, Document Parsing, FAQ bot, RAG systems with Open AI and without Open AI also on our own could. Have used LLMs like DeepSeek, LAMA, Minstrel, Hugging Face etc. ✅ Fullstack: Python, C++, Django, Flask, JS, React, NodeJS, Typescript, Docker, Kubernetes ✅ ML/DL: Mediapipe, Pytorch/Keras, Transformers, RasaNLP, SparkML, SparkNLP, LGBM, and many others ✅ Computer Vision: OpenCV, Open3D, PCL, VisualSLAM, OpenMVG, FFMPEG, and more ✅ Cloud solutions: Cloud Compute, Vertex AI, Cloud SQL, Cloud Functions, AWS ✅ We have created Algo trading bot for Indian stock market. The cases I work with: ✅ Machine Learning & AI: - Algorithms like KNN, K-MEAN, DBSCAN, MEAN SHIFT - Data cleaning, filling in missing values & selecting the best features - Prediction models which use logistic & linear regression, Decision Tree, Random Forest, Naive Bayes, SVM - Graphical analysis via matplotlib ✅ Deep Learning & AI: - Image Classification via CNN, GoogLeNet, VGGNet, ResNet - Object Detection via F-RCNN, YOLO, SSD, R-FCN - Object tracking via SAE and CNN, FCNT, MDNET - Semantic Segmentation via DeepLab, RefineNet - Instance Segmentation via Mask RCNN - 3D Object Segmentation and Detection - 3D Reconstruction ✅ Data Science & Analytics: -Data wrangling -Data Wrangling via Pandas, NumPy, Scikit-learn -Data Visualization via Matplotlib, Seaborn, Plotly -Statistical Analysis via SciPy, Statsmodels, PyMC3 -Machine learning -Machine Learning via Scikit-learn, TensorFlow, PyTorch -Natural language processing -Natural Language Processing via NLTK, SpaCy, Gensim -Recommender system -Recommender Systems via Surprise, LightFM, Implicit -Big data -Big Data via Spark, Hadoop, Dask ✅ NLP & AI: - Sentiment Analysis - Sentence segmentation - Named Entity Recognition - Auto punctuation - Converting unstructured data into structured data - POS tagging ✅ IoT & Cloud: - Lambda in AWS, Alexa Skill Development - Raspberry Pi, Nvidia Jetson Nano, Arduino, Banana Pi, Intel Movidius - Android app for IoT and cloud - Custom Google Assistant and Alexa - Smart Home Shoot me a message if you got an idea, I am here to bring it to life!

Welcome to my profile! I am Zehara Eshetu, a Master's degree holder in Artificial Intelligence with over 5 years of professional experience in AI-driven research and real-world projects. I specialize in designing, developing, and deploying AI-powered solutions that solve complex problems across various domains. As a freelancer, I bring both technical expertise and professional commitment ensuring clear communication, timely delivery, and client satisfaction. Whether you need end-to-end development, AI consulting, or collaboration as part of a team, I am confident in delivering high-quality results. 🔷️🔷️ My Core Expertise Includes:🔷️🔷️ ✔️ Machine Learning & Deep Learning ✔️ Natural Language Processing ✔️ Computer Vision ✔️ Speech & Audio Processing ✔️Generative AI ✔️Data Science & Analytics ✔️MLOps & Deployment ✔️Big Data Handling 🔷️🔷️🔷️Additional Skills:🔷️🔷️🔷️ ➡️ Multilingual Translation & Transcription (Amharic ↔ English, other languages) ➡️ Data Entry & Annotation (Text, image, audio, video datasets) ➡️Documentation & Research Writing ➡️MS Office Tools for reports and presentations 🔶️🔶️🔶️🔶️🔶️Why Choose Me?🔶️🔶️🔶️🔶️🔶️ ✅ Strong academic and research background in AI ✅ Proven track record of successful AI projects ✅ Fast response and on-time delivery ✅ Ability to work independently or as part of a team ✅ High-quality work tailored to client needs 💡 If you’re looking for an AI specialist who can turn ideas into intelligent solutions, let’s collaborate!

I am a Quality Assurance Lead, specializing in Artificial Intelligence. My enthusiasm for AI is evident in my role as a Quality Assurance Lead for Data Annotation Specialists, where I excel in using advanced tools like polygon, bounding box, keypoint, polyline, brush, cuboid, and ellipse. With extensive experience in annotating both images and videos, I consistently deliver precise and high-quality results. My skills also include Audio Transcription, Named Entity Recognition (NER), Text Classification, Sentiment Analysis, Search Relevance, Data/Content Moderation, and more. I am proficient with various platforms, including: - Label Studio - Computer Vision Annotation Tool (CVAT) - Lucy Analytics - V7 Darwin - Roboflow - Labelbox - Alegion - DataLoop - Loft2 - Datasaur - VGG Image Annotator I am dedicated to delivering exceptional work in these areas and am confident in my ability to meet and exceed expectations. If you have a project in any of these domains, you can count on me for outstanding results.

😱 𝗟𝗲𝘁’𝘀 𝗷𝘂𝗺𝗽 𝗼𝗻 𝗮 𝑭𝑹𝑬𝑬 𝑪𝑨𝑳𝑳 𝗮𝗻𝗱 𝗱𝗶𝘀𝗰𝘂𝘀𝘀! 😱😱😱😱😱😱😱😱 so you can see my approach before deciding. I build production-ready AI and trading automation systems for clients who need more than a simple script. I am an AI/ML engineer with a Master’s degree in Artificial Intelligence and hands-on experience building trading automation, prediction-market tools, real-time data pipelines, dashboards, and AI-powered analysis systems. I help traders, founders, and technical teams turn trading ideas into working software: from data collection and backtesting to live monitoring, bot execution, alerts, dashboards, and AI-based decision support. My work combines AI/ML engineering, real-time market-data infrastructure, trading bots, dashboards, and deployment. I can help you move from an idea or manual workflow to a working system that collects data, analyzes signals, executes logic, sends alerts, stores results, and runs reliably on a VPS or cloud server. Recent project areas include Kalshi and Polymarket prediction-market systems, Webull bot interfaces, real-time WebSocket feeds, Telegram/Discord trading controls, ClickHouse/Grafana dashboards, Docker deployments, and AI-powered market-analysis pipelines. My recent work includes building and improving systems for Kalshi, Polymarket, Webull, and crypto/prediction-market workflows, including real-time WebSocket data processing, order book monitoring, Telegram/Discord bot interfaces, market-data dashboards, database pipelines, and Docker-based deployment on VPS/cloud infrastructure. What I can help you build Trading bots and automation tools Kalshi, Polymarket, Webull, crypto, and broker/API integrations Real-time market-data pipelines WebSocket order book, ticker, trade, and price-feed processing Backtesting and strategy research tools Telegram/Discord trading bots and alert systems AI-powered market analysis and signal-generation workflows Dashboards for monitoring trades, PnL, token usage, prices, and system health Dockerized deployment, logging, debugging, and VPS/cloud setup Data storage using PostgreSQL, ClickHouse, and related tools AI/ML experience I also have strong experience in deep learning and applied AI, including: PyTorch, TensorFlow, Keras, scikit-learn LLM and AI-analysis pipelines generative models: Audio/music/speech AI systems Computer vision and object detection Data analysis, feature engineering, and model evaluation Python automation and production ML workflows Trading-system experience I have worked on systems involving: Kalshi prediction-market bots Polymarket data monitoring and dashboards Webull bot interfaces Real-time price feeds I focus on practical, production-oriented development: clean Python code, clear communication, reliable deployment, and systems that can be monitored, debugged, and improved over time. I can work on trading infrastructure involving real-time market data, WebSocket feeds, order books, execution workflows, monitoring dashboards, and low-latency automation. For more advanced trading architecture such as HFT-style systems, OMS/EMS design, and institutional execution workflows. If you have a trading idea, AI workflow, automation task, or market-data problem, I can help you turn it into a working system. # Technical stack Python, PyTorch, TensorFlow, scikit-learn, Pandas, NumPy, PostgreSQL, ClickHouse, Grafana, Docker, Linux VPS, WebSockets, REST APIs, Telegram bots, Discord bots, OpenAI API, trading APIs, and AI/ML pipelines. I work best with clients who want clear communication, fast iteration, and practical engineering. I can help with research prototypes, MVPs, production grade bots, dashboards, infrastructure, or debugging existing systems. # Keywords : Algorithmic Trading, Algo Trading, Quant Trading, Quant Developer, Trading Bot, Trading Automation, Trading Strategy, Strategy Development, Backtesting, Live Trading, Paper Trading, HFT, Low Latency, Market Making, Order Book, Level2 Data, Level3 Data, Tick Data, Market Data, Execution Engine, OMS, EMS, DMA, Smart Order Routing, Risk Management, Position Sizing, Portfolio Management, Portfolio Optimization, Signal Generation, Alpha Research, Statistical Arbitrage, Pairs Trading, Mean Reversion, Momentum Trading, Trend Following, Scalping, Arbitrage, Options Trading, Futures Trading, Forex Trading, Crypto Trading, Equities Trading, Prediction Markets, Kalshi, Polymarket, Webull, Interactive Brokers, IBKR, Alpaca, Binance, Coinbase, MetaTrader, MT4, MT5, MQL4, MQL5, TradingView, Pine Script, NinjaTrader, QuantConnect, Lean, NautilusTrader, cTrader, FIX API, Broker API, Exchange API, REST API, WebSocket, Trade Execution, Order Routing, Order Management, Fill Handling, Slippage, Latency Optimization, Market Microstructure, Volatility, Greeks, Delta Hedging, Options Spreads, Credit Spreads, Debit Spreads, Short Premium, Risk Controls, Stop Loss, Take Profit, Trailing Stop, PnL Tracking, Trade Alerts, Telegram Bot, Discord Bot,

I am a Senior Image and Video Annotation Specialist with nearly a decade of experience producing high-quality datasets for computer vision and AI model training. I’ve completed 119+ projects on Upwork with 9,900+ hours worked and over $100,000 in earnings — consistently delivering accurate, reliable, and guideline-compliant annotation work for clients worldwide. I specialize in complex annotation pipelines, multi-class datasets, segmentation tasks, and quality control (QA). My experience spans from simple bounding boxes to advanced polygon segmentation, video object tracking, keypoints, cuboids, dataset verification, and final QC for model training. Annotation Expertise: • Image & video annotation • Polygon & mask segmentation • Bounding boxes & object detection • Keypoints & pose estimation • Video tracking (frame-by-frame + interpolation) • Cuboid-style annotations • Dataset cleanup & consistency review • Final QA / accuracy verification Tools & Platforms I Use: • CVAT • Labelbox • Supervisely • Darwin V7 • LabelImg / LabelMe • Roboflow • SuperAnnotate • YOLO workflows (v5/v8 formats) • QGIS • Photoshop / GIMP • Any client-specific internal tools Clients value my ability to handle large datasets, follow complex guidelines, maintain high accuracy, and deliver on schedule. If you need a dependable annotator or QA reviewer for your computer vision project, I can support your workflow from initial labeling to final dataset quality assurance.

Welcome to my profile! I specialize in data annotation for training of AI and Machine Learning Models, Virtual Assistance, Data Entry, Quality Assurance, and Email Marketing. I am a skilled data annotation specialist with over 5 years of experience in AI training and quality assurance. I have successfully completed projects in image and video annotation for agricultural applications, sports broadcasting and automobile projects. I am proficient in data labelling, transcription, and data collection, combining a strong technical background with practical skills for detailed annotations. I utilise tools like CVAT, Labelbox and SuperAnnotate to ensure high accuracy in diverse data-related tasks. I also support clients with email marketing tasks including campaign scheduling, list management, and coordination of outreach workflows. I value quality in every project I undertake and I look to build lasting relationships with clients. I have undertaken projects in: - Agriculture - Sports - Automobiles - Music - Medical Applications & many more! Full Expertise: Virtual Assistant | Administrative Support | Executive Assistant | Calendar Management | Email Management | Remote Assistant | CRM Management | File Organization | Online Research Data Annotation | Image Annotation | Text Annotation | Video Annotation | Audio Transcription | Data Labeling | Bounding Box | Semantic Segmentation | Sentiment Analysis | AI Training Data | Dataset Creation | Polygon Annotation | LLM Training Quality Assurance | QA Testing | Software QA | QA Documentation Data Entry | Data Processing | Spreadsheet Management | Excel | Google Sheets | Data Mining | CRM Data Entry Email Marketing | Campaign Scheduling | Email List Management | Outreach Coordination

I am always at your service for any data annotation jobs for machine learning and artificial intelligence. I annotate, analyze, classify, tag, and segment images, videos, texts, and audio with the polygon, line, polyline, cuboid, points, bounding box tool and audio tools. You can always count on my service as you are certain of an awesome result. Feel free to contact me as a trial will convince you. Annotation software/platforms - LabelImg - Labelme - Labelbox - VGG (VIA) - Makesense.ai - Google spreadsheets - Microsoft Excel - CVAT - Google Loft 2.0 Segmentation and transcription - Annotation Pro. - Audacity