Hi, I'm Sachin Kumar
Machine Learning & AI Enthusiast | ECE Student at IIIT Manipur
Passionate about developing innovative solutions using artificial intelligence and machine learning technologies.
Download ResumeAbout Me
I'm Sachin Kumar, a final-year B.Tech student in Electronics and Communication Engineering at IIIT Manipur. My passion lies in Machine Learning and Artificial Intelligence, where I focus on building practical, real-world applications.
I have hands-on experience in Deep Learning, NLP, and fine-tuning Large Language Models (LLMs). I've worked on projects involving text summarization, recommender systems, and text generation using a custom GPT model and LSTM on the Shakespeare dataset. I'm also skilled in MLOps tools such as Docker, Kubernetes, and CI/CD pipelines.
I earned the title of Kaggle Notebook Expert and ranked in the top 6% in the "NLP with Disaster Tweets" competition. My strengths lie in Generative AI, Graph Neural Networks, and building scalable ML pipelines.
Featured Projects
Graph-Based Movie Recommendation System
Designed and implemented an incremental training pipeline to update a Graph RAG-based recommendation system with new user-movie interactions.
LangChain Content Summarizer
Created an end-to-end application for summarizing content from various sources, including URLs, PDFs, YouTube videos, and direct text input.
YouTube Comment Analysis
Developed an end-to-end web application for extracting and analyzing YouTube comments with sentiment analysis, emotion detection, and toxicity detection.
Achievements
Kaggle Notebook Expert
Earned the prestigious Kaggle Notebook Expert title by consistently creating high-impact notebooks in data analysis, visualization, and machine learning.
Top 6% in Kaggle Challenges
Achieved top rankings in Kaggle Challenges, including Top 6% (63rd/1127) in NLP with Disaster Tweets by implementing advanced NLP models for disaster classification.
First Position in Circuit Debugger
Won first place in the Circuit Debugger college tech fest competition for two consecutive years (2024 and 2025).