Machine Learning Engineer • Data Science Practitioner • MLOps / DevOps Engineer
I build and deploy production-grade AI systems that combine Machine Learning, Computer Vision, NLP, and MLOps to solve real-world problems at scale.
- B.Tech Computer Science Engineering, Lovely Professional University
- Machine Learning & Data Science Freelancer with real client deployments
- Experienced in building end-to-end ML pipelines from data ingestion to monitoring
- Strong focus on Computer Vision, NLP, and Real-Time AI systems
- Skilled in Docker, Kubernetes, CI/CD, and scalable ML deployments
- Based in India
- Deep Learning, CNN, LSTM, Transformers, BERT
- YOLO Object Detection, Vision Transformers
- Sentiment Analysis, Spam Detection, Intent Recognition
- Reinforcement Learning Systems
- Feature Engineering, Model Evaluation, Data Processing
- Real-time Object Detection & Tracking
- Road Damage, Intrusion, Emotion & Activity Detection
- Feature Detection: SIFT, SURF, HOG, ORB
- CI/CD pipelines for ML systems
- Model monitoring, retraining workflows
- Kafka / AWS Kinesis streaming pipelines
- FastAPI model deployment
| Project | Description |
|---|---|
| Real-Time Sentiment Analysis Pipeline with MLOps | Streaming NLP pipeline with CI/CD, monitoring, retraining |
| AI Sentiment Analysis Web App | Dockerized ML app with automated deployment |
| Vision-Based Road Damage Detection | CV system for pothole and crack detection |
| Farm Intrusion Detection | Vision model to detect humans/animals in fields |
| Real-Time Emotion & Object Detection | YOLOv5 + webcam real-time inference system |
| Chess Game Predictor | Reinforcement learning based move prediction |
| NLP Chat Message Analyzer | Sentiment, spam, intent recognition engine |
| Movie Recommendation via CV | Emotion + poster similarity recommendation |
Machine Learning & Data Science Engineer (Fiverr)
- Processed 1M+ data points
- Built and deployed 10+ ML models
- Created dashboards for business decision-making
- Focused on scalable, production-ready ML solutions
- Cloud Computing – NPTEL
- Complete Java – LPU
- Machine Learning – Academe’s
- Data Science – LinkedIn
- Email: thakuradarsh8368@gmail.com
- GitHub: https://github.com/Adarshthakur-850
⭐ I specialize in taking ML systems from data → model → deployment → monitoring.