Open to ML internships, projects & opportunities
Making machine learning useful, not just impressive.
I'm Shanthan, a fourth-year Computer Science student at GRIET, Hyderabad. I work on machine learning and build systems that actually work.
ML / CV / LLM
EST. 2022
01 / About
I am a Computer Science student specializing in Machine Learning and Deep Learning, with a focus on practical systems from data preprocessing and model training to deployment.
Currently working on deep learning projects and expanding my understanding of ML systems. I enjoy the space between research and reality: making careful implementation choices that make a model reliable in the hands of real people.
02 / Selected work
A selection of systems built around meaningful problems.
Two-stage pipeline · Medical imaging
Mitosis
Detector
A two-stage pipeline that takes a whole-slide pathology image and outputs precise coordinates of mitotic figures, automating a task pathologists currently perform manually. By combining YOLO and an EfficientNet-B2 classifier, it distinguishes true mitotic figures across unseen slides with different staining characteristics. Achieved F1 0.774 on 11 fully held-out test slides.
RAG · Space science
Event
Horizon
A RAG-powered Q&A system over black-hole physics literature, built to make dense scientific material easier to explore through natural-language questions.
LLM-powered platform
AI Fluency
Test
Evaluates how effectively people apply AI tools. It creates realistic work scenarios from an uploaded resume using GPT-4o-mini and scores responses on a 0–100 rubric for practical reasoning and AI tool-use strategy.
AI assessment platform
Edu
An AI tool proficiency assessment platform that scores users across five domains based on how effectively they apply AI tools, not just theoretical knowledge.
18
AI-assisted journaling
Mind
Archive
A journaling app for writing down thoughts, reflecting on past entries, and brainstorming new ideas—with AI assistance that surfaces patterns and connections across entries.
Price intelligence
Product Price
Tracker
Tracks prices across Indian e-commerce marketplaces, scrapes live prices, sends email alerts on price drops, and predicts future prices with an LSTM model.
Kaggle · Regression
House Price
Prediction
A full end-to-end pipeline for the Kaggle House Prices competition: smart imputation and mixed encoding (Ordinal for high-cardinality features and OneHot for low-cardinality features), followed by XGBoost. Public leaderboard score: 14765, rank 281.
Portfolio website
Portfolio
Website
A fast, minimal personal website designed to showcase my profile, highlight the projects I'm working on, and make it easy to connect.
03 / Toolkit
Technologies I work with.
04 / Learning in public
A few formal stops along the way.
05 / Contact
Let's build something
great.
Open to ML internships, collaborative projects, and interesting opportunities.
shanthan.yxo@gmail.com ↗