Skip to main content
Nipun ChughNC
Open to opportunities

Nipun Chugh

@nipunchugh

I’m a computer science student building full-stack AI and ML applications that solve problems.

India
Message

What I'm looking for

I want to build AI-powered products end-to-end—using NLP/ML and modern web frameworks—where I can ship fast, improve model reliability, and grow into responsible AI engineering that helps real users.

I’m a BE in Computer Science student who enjoys turning complex ideas into working products—especially where NLP, ML, and strong engineering meet. I build with Python and modern web stacks, and I like shipping features end-to-end, not just prototypes.

In my FlashCard Engine, I built a full-stack FastAPI engine that auto-generates flashcards from PDFs using Groq’s Free API (Llama 3:70b) and implemented the SM-2 spaced repetition algorithm with a 4-button rating system and minute-based lapse recovery. I also created async PDF processing with ThreadPoolExecutor and frontend polling, accelerating flashcard generation 3x, and designed a multi-provider LLM architecture with JSON parsing, fallback logic, and bcrypt-secured sessions.

I also developed an AI Resume Analyzer + Job Matcher that extracts skills with spaCy NLP and scores resumes across five categories, recommending roles across 15 job types using TF-IDF and Cosine Similarity. For ML, I created EmPath-AI, a multi-task DistilBERT pipeline that classifies 28 emotions and detects crisis-related signals with a DistilBERT-based approach, integrating safety-filtered generative logic for responsible mental health support; and I built a Brain Tumor Detection CNN pipeline with PyTorch, OpenCV, and Python, achieving 92% validation accuracy and 88% sensitivity.

Experience

Work history, roles, and key accomplishments

Chandigarh University logoCU

ML Intern

Chandigarh University

May 2024 - Aug 2024 (3 months)

A 3 Month On Campus Machine Learning Training where we gained hand on experience on the basics and fundamentals of Machine Learning and Data Science

Education

Degrees, certifications, and relevant coursework

Chandigarh University logoCU

Chandigarh University

Bachelor of Engineering, Computer Science

2022 - 2026

Grade: CGPA: 7.21

Pursuing a Bachelor of Engineering (BE) in Computer Science at Chandigarh University (Aug 2022–June 2026), with a CGPA of 7.21.

Find your dream job

Sign up now and join over 250,000+ remote workers who receive personalized job alerts, curated job matches, and more for free!

Sign up
Himalayas profile for an example user named Frankie Sullivan