Full-Stack MERN & AI/ML Engineering
Building scalable AI-powered software solutions with MERN Stack, Python, Machine Learning, and Generative AI.
About Me
Hanuman Bishnoi
Computer Engineering graduate with hands-on experience in Machine Learning, Predictive Analytics, REST APIs, and Generative AI applications. Passionate about building scalable AI-powered software solutions with MERN Stack, Python, LangChain, and RAG pipelines.
Educational Foundation
Professional Experience
Developed a Java-based Shop Management System using Java, JDBC, and MySQL. Optimized SQL queries and improved CRUD operations through indexing and query optimization.
NCC C Certificate (Senior Division Air Wing) – Alpha Grade.
Technical Stack
Selected Projects
AeroTalk – Aircraft Predictive Maintenance
Developed Remaining Useful Life (RUL) prediction models using Python, Pandas, NumPy, and Scikit-learn. Implemented anomaly detection for aircraft sensor data with RESTful APIs via Flask and FastAPI.
DATA
PIPELINE
API
DB
ProjectQA – RAG Document Q&A Assistant
Built a Retrieval-Augmented Generation (RAG) pipeline using LangChain and FAISS/ChromaDB. Integrated OpenAI and Anthropic LLM APIs for grounded document question answering with FastAPI endpoints.
E-Vidhya – MERN Learning Platform
Developed a full-stack online learning platform using MongoDB, Express.js, React.js, and Node.js. Implemented JWT authentication, RESTful APIs, and a responsive Bootstrap/HTML/CSS user interface.
Client Feedback & Endorsements
"The AeroTalk ML pipeline is impressively well-structured. RUL prediction accuracy and the anomaly detection integration were delivered with clean, production-ready code and thorough documentation."
"Demonstrated strong problem-solving skills during internship. His ability to optimize SQL queries and improve CRUD operations significantly improved our Shop Management System's performance."
"The E-Vidhya MERN platform was built with a clean, responsive React UI and solid backend architecture. JWT auth integration and RESTful API design were particularly well-executed."
Let's Connect
Looking for a collaborator, have a question, or want to hire me? Feel free to reach out anytime.