ML & NLP Engineer — building machines that understand language
B.Tech student at Delhi University (CIC) crafting intelligent systems using transformers, LLMs, and deep learning. Research-driven & competition-ready.
I'm a final-year BTech student at the Cluster Innovation Centre (CIC), University of Delhi, majoring in Information Technology & Mathematical Innovation. My passion sits at the crossroads of natural language processing, deep learning, and real-world impact.
From building hybrid transformer+ML models for sentiment detection to simplifying complex texts with LLMs, I'm drawn to problems where language and intelligence intersect. I've published research, mentored teams, led tech fests, and somehow also found time to play football.
Outside the terminal: NCC cadet, midfielder, sports secretary, and core committee member of ConVoke'24 — Delhi University's largest tech fest.
Collected weekly NFL player data including training history and injuries to build predictive ML models. Achieved 89% accuracy using Random Forest to forecast future injury risk — enabling proactive athlete management.
Hybrid ML + transformer model to simplify technical and verbose texts while preserving core meaning. Used LLMs to generate semantically similar variations for improved readability across diverse audiences.
Reproducing a research paper to generate diverse yet semantically similar facial image variations — differing in angles, lighting, and expressions — while preserving key input features using GANs and diffusion models.
Developed at DSKC Centre for Research & Innovation. A hybrid transformer + ML model for context-based intent and sentiment analysis tailored to the transgender community. Currently in final manuscript preparation stage for peer-reviewed publication.
Built a hybrid model integrating ML and transformers for context-based intent and sentiment analysis tailored to the transgender community. Manuscript is in final preparation for publication.
Mentored a team of 68 interns and ensured target achievement. Strengthened communication skills and gained real-world experience in human resource management through active intern coordination.
NCC Member — social media management, leadership & discipline
Midfielder — College Football Team, CIC
Core Committee — ConVoke'24, DU's Largest Tech Fest
Hostel Sports Secretary — Mansarowar Hostel, University of Delhi
Open to research collaborations, internships, and interesting ML conversations.