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Hi, I'm Himanshu. A web developer skilled in React (Next.js), with a passion for ML and RAG Pipelines. I love blending AI with web development to create smarter digital experiences.

About me

I am currently pursuing a degree in Computer Science Engineering at BMS Institute of Technology and Management. With a current CGPA of 9.31, I have developed a strong foundation in C/C++, Data Structures, Algorithms, and full-stack development. My projects have allowed me to explore technologies like React, Next.js, FastAPI, and Machine Learning. My favorite part of programming is building solutions that positively impact users, like interactive tools and accessible platforms.

I love exploring new technologies, learning about machine learning and deep learning, and enhancing my skills in development. Additionally, I enjoy reading books and watching movies.

My Projects

Holistic Meeting Insights: From Slides to Speech

Developed a full-stack app with a RAG pipeline. Features include transcription, LLM for answering queries based on meeting, and analysis of visual data such as presentations and diagrams.

  • RAG
  • Whisper.cpp
  • FastAPI
  • React
  • OpenAI
  • Knowledge Graph
  • Visual Data Analysis

Interactive Book Reader with RAG

Built an interactive book reader that asks questions about the book using an RAG pipeline. The system also summarizes books with graph-based RAG techniques for better comprehension.

  • RAG
  • Knowledge Graph
  • NLP
  • Interactive Tools

Explore Ease

Developed a full-stack web application using Node.js with a local LLM-powered chatbot. Features include an interactive map and optimal route generation.

  • Node.js
  • LLM
  • Graph Algorithm
  • Interactive Map

D4 - Data Driven Diabetes Decipher

Implemented a KNN algorithm in C++ for diabetes prediction, achieving up to 10-50x faster execution compared to Python for large datasets.

  • C++
  • KNN Algorithm
  • Health Data
  • Machine Learning

My skills

  • HTML
  • CSS
  • JavaScript
  • TypeScript
  • Tailwind
  • React
  • Framer Motion
  • Next.js
  • Node.js
  • Git
  • PostgreSQL
  • MongoDB
  • Python
  • FastAPI
  • Machine Learning
  • Deep Learning
  • RAG
  • LLM
  • Knowledge Graph

My Certifications

Deep Learning Specialization by Stanford University
Machine Learning Specialization
Python 3 Programming Specialization
Volunteered to Create Database of Water Bodies
Donated a Website to a Government School

Deep Learning Specialization by Stanford University

Sept 2024

Stanford University and DeepLearning.AI on Coursera, covering neural networks, deep architectures, and AI applications in various domains. 

Education & Experiences

Contact me

Please contact me directly at lodhahimanshu2002@gmail.com or through this form.