Jeevan G 2024159111

Jeevan G 2024159111

Student interested in learning beyond the abstraction


About

I'm a third-year AI/ML student at GITAM (Deemed to be University), curious about what happens beyond the abstractions we use every day. I volunteer as a tester for DeepLearning.AI courses, helping identify issues, inconsistencies, and areas for improvement before courses are released. I'm passionate about understanding how things actually work under the hood, not just using libraries and frameworks. I enjoy exploring the underlying concepts, experimenting with implementations, and learning by building. I'm looking to collaborate with people who enjoy reverse-engineering how applications work, building interesting products, or exploring ideas beyond the surface level. If you're building an application and need someone to work on the ML, AI, or agentic systems side of things, I'd love to connect and build something together.

Skills
PyTorch
Python
Data Analytics
Data Visualization
Tableau
Pandas
sklearn
Experience

Volunteer Tester

Deeplearning.ai

Jul 2026
  • I volunteer in testing upcoming AI courses
Projects

Multi-chat server

A mini assignment project that was written as a curiosity to understand how computers communicate with each other with a client-server architecture

HikariCP/SpringBoot/Java/SocketConnections

Ames House Prediction

Built an end-to-end ML pipeline on the Ames Housing dataset to predict home sale prices. It covers EDA, custom feature engineering and preprocessing, model comparison with 5-fold CV, and hyperparameter tuning. The final tuned Extra Trees model reached an R² of 0.927 and a MAE of about $14.8k on a held-out test set.

Pandas/Python/scikit-learn/matplotlib

Flight Satisfaction Predictor

Built a passenger satisfaction classifier for Kaggle Playground Series S6E10. I did leakage-aware feature engineering, then trained and tuned an MLP, LightGBM and CatBoost, and combined them with a rank-averaged blend for the final submission. Earlier experiments reached a holdout ROC-AUC of about 0.956.

Pandas/Python/scikit-learn/matplotlib

protege

Protégé is an “AI student” learning app where you learn by teaching, Feynman-style. It acts as a curious Gemini-powered student that asks follow-up questions on text, voice, or diagram input. A multi-agent pipeline built on Google ADK then scores your explanation and produces a mastery report.

FastAPI / SQLModel / SQLite / Google ADK / Gemini / Pydantic
Education

B.Tech

GITAM deemed to be University, Hyderabad · 8.6

Aug 2024 to Jul 2028
Certifications

ML and DL

Deeplearning.ai

Jun 2026

Context Engineering

Deeplearning.ai

Oct 2026