🎓 B.Tech CSE (AI & ML) • CGPA 9.24 • IPS Academy, Indore
🏆 OCI Generative AI Professional • 🌍 Open Source Contributor • 💼 AI/ML Intern
| 🏆 OCI Generative AI Professional | 📈 CGPA 9.24 |
| 🌍 Docker Docs Contributor | 🌍 scikit-image Contributor |
| 💼 AI/ML Engineering Intern | 🤖 Production AI Systems |
I am passionate about building end-to-end AI systems that go beyond model training. My work includes data pipelines, machine learning, deployment, APIs, and production infrastructure. I enjoy exploring Computer Vision, MLOps, Retrieval-Augmented Generation (RAG), and Agentic AI while building scalable, reliable, and reproducible AI applications.
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- Docker & Containerization
- Kubernetes Orchestration
- Redis Caching
- AWS Cloud Services
- Linux Infrastructure
- REST API Design
- CI/CD Automation
- Model Serving Systems
- Scalable AI Architecture
- Microservices Concepts
Production-grade computer vision platform for autonomous traffic accident detection, helmet compliance monitoring, and real-time incident analytics.
| Metric | Value |
|---|---|
| Inference Pipeline | YOLOv8 + LSTM + MLP Fusion |
| Feature Engineering | 24 Features |
| Processing | Real-Time Video Streams |
| Communication | WebSocket Streaming |
| Database | SQLite Incident Logging |
| Deployment | Docker Ready |
- Multi-model accident detection using YOLOv8, LSTM, and MLP fusion architecture
- Real-time helmet compliance monitoring with ByteTrack rider association
- WebSocket-based live dashboard with telemetry, alerts, and interactive maps
- Automatic evidence recording, snapshot generation, and incident logging
- DIGIPIN-enabled geolocation for precise accident localization
- Explainable AI with feature attribution and confidence analysis
- Modular React + Node.js + Python architecture for scalable deployment
Tech Stack
Python • PyTorch • YOLOv8 • OpenCV • React • Node.js • Express • WebSocket • SQLite • Docker
🔗 Repository: https://github.com/devendrakushwah80/
End-to-end production machine learning platform for property valuation and intelligent recommendations.
| Metric | Value |
|---|---|
| Model R² | 0.821 |
| MAE | 0.53 Cr |
| RMSE | 1.17 Cr |
| Properties Covered | 15,000+ |
| Recommendation Corpus | 247+ Projects |
| API Latency | <120ms |
- Random Forest selected after benchmarking Linear Regression, Ridge, Lasso and XGBoost
- TF-IDF recommendation engine with budget, location and BHK filtering
- FastAPI inference service with structured APIs
- Interactive Streamlit + Mapbox frontend
- Dockerized deployment with GitHub Actions CI/CD
Tech Stack
Python • Scikit-learn • FastAPI • Docker • Streamlit • Railway
🔗 Repository: https://github.com/devendrakushwah80/gurgaon-real-estate-ml
Real-time Perception → Planning → Control pipeline built using CARLA.
- YOLOv8 object detection
- Real-time lane detection
- Collision warning & emergency braking
- RGB + LiDAR sensor fusion
- Multi-class object recognition
- 30+ FPS inference pipeline
Tech Stack
Python • YOLOv8 • OpenCV • CARLA • PyTorch
🔗 Repository: https://github.com/devendrakushwah80/autonomous-carla-av
- Built supervised learning pipelines
- Performed hyperparameter optimization
- Developed production inference APIs
- Implemented validation and deployment workflows
- Worked on model experimentation and evaluation
| Repository | Impact | Evidence |
|---|---|---|
| docker/docs | 7 merged PRs and 2 active PRs improving Docker documentation through broken link fixes, OpenVEX documentation, Windows deployment guidance, cache backend clarification, volume mount guidance, GitHub immutable identifier clarification, and Model Runner documentation. | Latest Merged PR #25624 • All Contributions |
| moby/buildkit | 1 merged PR clarifying WORKDIR tilde (~) path behavior in Dockerfile documentation, improving documentation accuracy and preventing confusion around shell expansion. |
Merged PR #6937 |
Open Source Focus: Documentation Engineering • Developer Experience • Bug Investigation • Validation Logic • Technical Writing
| Certification | Issuer |
|---|---|
| OCI Generative AI Professional | Oracle |
| OCI Data Science Professional | Oracle |
| Machine Learning Professional Certificate | IBM |
| Career Essentials in Generative AI | Microsoft & LinkedIn |
- 🚁 Autonomous Disaster Response Drone (AirSim + Reinforcement Learning)
- 🤖 Agentic AI Workflows with LangGraph
- 🔎 Production RAG Pipelines
- ⚙️ MLOps Monitoring & Deployment Systems
- 📦 Open Source Contributions
- 📚 Advanced DSA & Problem Solving
