B.Tech AI @ SRM Institute of Science and Technology, Chennai
I'm a Generative AI Engineer and B.Tech AI student passionate about building intelligent systems that solve real-world problems. I specialize in end-to-end ML pipelines, LLM-powered applications, and RAG architectures — from raw data ingestion to production deployment.
- 🔭 Currently building LLM & RAG-based applications
- 🛡️ Deep interest in AI for security and DevSecOps
- 🚀 Seeking Generative AI / ML Engineer roles to ship scalable AI solutions
- 📍 Based in Chennai, India
Languages
ML & Deep Learning
Generative AI
Web & Deployment
Predict which customers are about to leave — before they do.
- End-to-end ML pipeline with Logistic Regression, Random Forest, XGBoost
- Full EDA, feature engineering, and model evaluation (F1, precision, recall)
- Industry-relevant use case (Netflix, telecom, SaaS platforms)
Ask anything from your documents — powered by LLMs and semantic search.
- Implemented RAG architecture with vector databases and embeddings
- Used LangChain + LLM for accurate, contextual response generation
- Built REST API for real-time document querying
- Applied prompt engineering and NLP techniques for output quality
Real-time network threat detection using machine learning.
- Modular ML pipeline: data ingestion → validation → transformation → training
- Flask-based web app for real-time threat prediction
- Built with Python, Scikit-learn, Pandas, NumPy
End-to-end AI-powered DevSecOps platform for codebase vulnerability detection and auto-remediation.
- Scans GitHub repos / ZIP codebases using Semgrep (SAST), OSV-Scanner, and Gitleaks
- Automated remediation suggestions in a sandboxed environment
- Generates downloadable compliance evidence packs for audits
- Built with React + Vite + Tailwind frontend and Python backend pipeline
| Certification | Issuer |
|---|---|
| Generative AI | |
| Artificial Intelligence | Accenture |
| Data Science | CISCO |
| Software Engineering Job Simulation | JP Morgan |
| Data Analytics Job Simulation | Deloitte |
| GenAI Powered Data Analytics | Tata Consultancy Services |
"Building AI systems that don't just predict — they protect, explain, and scale."
📬 Reach me at jaiswalsrijan505@gmail.com