Brain Tumor Classification

Built a Random Forest classifier in Python to detect brain tumors from a medical imaging dataset. Identified and corrected data leakage issues in the original pipeline to ensure the model's evaluation results were reliable rather than artificially inflated.

Predicting Student Health Risk — Kaggle Playground Series (S6E7)

Built an end-to-end ML pipeline with LightGBM and feature engineering (ratio features, ordinal/target encoding, BMI bucketing), validated with 5-fold stratified cross-validation. Reached a public leaderboard score of 0.95030 across 13 iterations and earned the "Code Uploader" badge.

Auth API

A Supabase-backed authentication API built during the Backend AI Engineering track at FlyRank AI, implementing secure user auth flows with clean endpoint design.

Task CRUD API

A full CRUD API built with FastAPI and SQLite, later containerized with a Dockerized PostgreSQL setup (BE-04) — built with a clean, staged Git commit workflow.

Podcast Platform UI

A dashboard interface built with custom CSS grids, glassmorphism styling, and animations.

Programming

Python, JavaScript, SQL

Backend Development

FastAPI, REST API design, SQLite, PostgreSQL, Docker, Supabase (Auth)

Web Development

HTML5, CSS3 (animations & layouts), Bootstrap

Data Science / ML

Pandas, Scikit-learn, LightGBM, Feature Engineering, Cross-Validation, Exploratory Data Analysis

Tools

Git, GitHub, VS Code, Kaggle, Google Colab, Canva

Bachelor of Science in Computer Science

F.Sc Pre-Engineering

AI/ML Intern — FlyRank AI

• Built a full CRUD API with FastAPI and SQLite, then containerized it with a Dockerized PostgreSQL setup (BE-04).
• Built a Supabase-backed authentication API with secure user auth flows.
• Completed an AI Workflow Audit, three applied case studies, and an Agents & MCP technical explainer.
• Designed a personal brand identity kit and portfolio sitemap, and built a Draft-Critique-Revise content pipeline.
• → internship.flyrank.ai/intern

Open Source Contributor

• Contributed to an open-source web project, resolving folder structure and configuration issues.
• Built the Podcast Platform UI dashboard as part of the contribution.

Freelance Graphic Design

• Designed social media posts, logos, and posters using Canva for personal and freelance projects.

• Kaggle Playground Series Competition — Top ~20%, public leaderboard score: 0.95030

• Earned Kaggle "Code Uploader" badge

• AI/ML Intern — FlyRank AI (Backend AI Engineering & AI Fluency tracks)

• Open Source Contributor — NSoC'26

Certifications — Anthropic