ML Experiment
Why Pregnancy Features Cannot Predict Baby Gender: A Machine Learning Experiment The Age-Old Question Meets Modern AI
Read article →AI · ML · Full-Stack
Computer Engineering graduate building AI systems that think, retrieve, and decide — from Adaptive RAG pipelines to production-grade ML models.
About
I'm a Computer Engineering graduate from BVM Engineering College, Anand. My focus is turning AI concepts into shipped, measurable products — I care about systems that work cleanly, scale gracefully, and actually solve problems, not just demo well.
Along the way I've interned as a Mobile App Developer at Tech Elecon and a React.js Developer at TatvaSoft, giving me hands-on exposure across the full stack — from geofenced attendance systems to production REST APIs. Currently seeking roles in AI/ML Engineering, Software Development, or Data Analytics.
Skills
Projects
End-to-end RAG system using LangGraph to intelligently route queries across document knowledge, general knowledge, and real-time web search. Features chunking, embedding generation, query rewriting, relevance grading, and Qdrant vector search — backed by FastAPI with MongoDB chat memory.
ML pipeline for detecting fraudulent job postings using TF-IDF and XGBoost, achieving ROC-AUC of 0.92. Automated preprocessing and feature engineering; mitigated class imbalance through threshold optimization, reducing false positives by 68%.
Forecasting pipeline on 500K+ retail transactions using RFM segmentation, EDA, customer segmentation, and feature engineering. Evaluated SARIMA and ETS models with MAE and RMSE metrics to generate actionable insights for retail demand planning.
Full-stack platform analysing resumes against job descriptions using Google Gemini AI to generate personalized interview questions, skill-gap insights, and preparation roadmaps. Features JWT-authenticated REST APIs and MongoDB-backed report management.
Blog
Why Pregnancy Features Cannot Predict Baby Gender: A Machine Learning Experiment The Age-Old Question Meets Modern AI
Read article →Experience
Education
B.Tech in Computer Engineering · Anand, Gujarat
Open to AI/ML Engineering, Software Development, and Data Analytics roles.