AI/ML Engineer | Open Source Contributor | B.Tech CSE (AI/ML) @ LPU, 2027

Building production-ready agentic systems and LLM pipelines.

• TensorFlow (Google) — Fixed numerical instability in ELU/SELU activations using expm1() in C++ Eigen kernels (PR #116947). Resolved float32 underflow in tf.math.sign for complex values (PR #116986, approved by maintainers)
• pandas (NumFOCUS) — Fixed Categorical.map bug where defaultdict mappings incorrectly replaced missing keys with NaN; merged into pandas 3.1 milestone (PR #65413)

MediScan AI — Multi-Agent Medical Lab Report Intelligence

• 7-node LangGraph pipeline with ChromaDB RAG, 6 clinical formulas, self-correcting CrewAI judge loop
• MD5 caching reduced response time from 69s to under 1s
• Deployed via Docker on Hugging Face Spaces with GitHub Actions CI/CD
• Python LangGraph CrewAI FastAPI Groq ChromaDB Docker

Skill-Based Job Recommendation Engine — LLM-Assisted

• Full-stack Django + PostgreSQL system handling 75+ jobs and 60+ skills
• Groq LLM for resume parsing and skill gap analysis
• Deployed on Render via Docker + GitHub Actions
• Python Django PostgreSQL Groq Docker

JobFit AI — Chrome & Edge Extension

• Real-time resume-job fit scoring on LinkedIn and Indeed using Groq LLM
• Cloudflare Workers backend with BYOK support
• JavaScript Groq API Cloudflare Workers

Phishing URL Detection — ML System

• XGBoost on 11,000+ URLs, 91.38% accuracy, 0.97 ROC-AUC
• Streamlit app for real-time prediction, Docker + GitHub Actions CI/CD
• Python XGBoost Streamlit Docker

Python LangGraph CrewAI LangChain FastAPI Django ChromaDB PostgreSQL Docker GitHub Actions TensorFlow scikit-learn Groq API