[ Work / Index ]
A selection from the last two years — coursework, internship, and side projects across ML, deep learning, MLOps, Web3, and robotics.
Internship · Exail Robotics · 2025 — 2026
Researching, designing, and implementing a deep learning pipeline for object recognition in sonar data. Combines unsupervised feature learning, data fusion, and classification — evaluated and optimized in an industrial context.
AI Robotics · January 2026
A robot dog acting as a personal butler. Captures speech, encodes it with Whisk, processes it through Gemini via LangChain, and responds back through synthesized speech. Python orchestration on the backend.
Outsourced · Exail Robotics · Oct 2025 — Jan 2026
Built a preprocessing pipeline using the MatchAnything model for image coregistration in an industrial AI workflow.
Web3 · September 2025
Universities issue verifiable diplomas to graduates' wallets; employers verify credentials and issuers on-chain. Vue.js frontend, Java backend, Solidity contracts on Ethereum.
MLOps · June 2025
End-to-end pipeline around the genre predictor: trained on Azure ML, served via FastAPI behind NGINX, deployed to Kubernetes, and automated through GitHub Actions and Docker.
Reinforcement Learning · May 2025
Trained a Smurf agent on a 9×9 grid to find the optimal path. Q-learning, policy optimization, OpenAI Gym environment.
Deep Learning · April 2025
Text classification model that predicts music genre from lyrics. Tokenization, padded sequences, LSTM with dense layers.
Machine Learning · March 2025
Predictive model estimating whether customers would cause damage during their stay, and how much. Achieved high accuracy on a challenging, imbalanced dataset.
Data · February 2025
Worldwide IT job analysis with Python, Pandas, and Matplotlib. Data cleaning, preprocessing, and an interactive Streamlit dashboard.
Engineering · Oct — Dec 2024
Group project: full-stack environmental sensing platform. Java REST API, MySQL, Vue.js admin and user panels — built around the Wander rod, a sustainably-powered sensing device.