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
Sept 2024
Stanford University and DeepLearning.AI on Coursera, covering neural networks, deep architectures, and AI applications in various domains.
Education & Experiences
Research Intern at Unisys
Remote
Developing training datasets for proprietary languages to train Code Llama 3.2. Researching methods for languages like ALGOL and COBOL to create a Co-pilot for Unisys-specific languages, with a focus on publishing a dataset preparation paper and using AI models like Llama.
Nov 2024 - PresentTechnical Head at IIC-BMSIT
BMS Institute of Technology and Management, Bengaluru, India
Led the team to develop the club's website and event platforms, which are live and operational.
Nov 2024 - PresentBachelor of Engineering - BE, Computer Science
BMS Institute of Technology and Management, Bengaluru, India
Pursuing with a current CGPA of 9.31 (after the 4th semester).
Nov 2022 - PresentSchool Education
Sarala Birla Public School, Ranchi, India
Completed CBSE XII with 87.50% and CBSE X with 91.83%.
Apr 2008 - Apr 2021Contact me
Please contact me directly at lodhahimanshu2002@gmail.com or through this form.