🎓 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 build end-to-end machine learning systems spanning data pipelines, model development, deployment infrastructure, and production serving.
My work focuses on Machine Learning, Computer Vision, MLOps, Retrieval-Augmented Generation (RAG), Agentic AI, and scalable AI infrastructure.
I enjoy transforming ideas into production-ready systems through engineering-first design, reproducible workflows, automation, and deployment.
User
↓
API Gateway
↓
FastAPI Service
↓
Redis Cache
↓
ML Inference Layer
↓
Model Registry
↓
Storage
- 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
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
NLP-powered resume screening and JD matching system.
- TF-IDF + semantic similarity scoring
- Skill-gap detection engine
- Gemini-powered recommendations
- PDF/DOCX processing pipeline
- REST API architecture
Tech Stack
Python • NLP • FastAPI • Gemini API • Hugging Face
- Built supervised learning pipelines
- Performed hyperparameter optimization
- Developed production inference APIs
- Implemented validation and deployment workflows
- Worked on model experimentation and evaluation
- Developed RAG-based retrieval systems
- Designed agentic AI workflows
- Evaluated responsible AI metrics
- Conducted factuality and bias assessments
- Built context-aware retrieval pipelines
| Repository | Impact | Evidence |
|---|---|---|
| docker/docs | 5 merged PRs and 2 active PRs contributing documentation improvements, broken link fixes, OpenVEX documentation, Windows deployment guidance, and cache backend clarification. | Latest Merged PR #25436 • Open PR #25424 • All Contributions |
| scikit-image/scikit-image | Improved channel_as_last_axis validation and error handling in a core utility module. |
PR #8062 |
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
