Work

Experience and technical work across
machine learning and computer science.

Experience

2026.04 — 2026.09

Ollo, Inc.

AI/ML Engineer Intern

Worked on machine learning and software development at an AI startup focused on video analysis. My work included implementing and evaluating machine learning models, training and evaluating multimodal models, and analyzing video data using computer vision techniques.

Responsibilities

  • Developed machine learning and data-processing components for video data
  • Implemented and evaluated machine-learning-related code in Python
  • Trained and evaluated multimodal models using video data
  • Analyzed video data using computer vision techniques

Python · Machine Learning · Computer Vision

Competitions

Kaggle Competition · 2026

172 / 6,125 teams

Top 2.81% · Silver Medal

A Kaggle competition focused on building machine learning models to predict geological structures along horizontal wellbores. Ranked 172nd out of 6,125 teams (Top 2.81%).

Machine Learning

Kaggle Competition · 2026

103 / 2,963 teams

Top 3.48% · Silver Medal

A Kaggle competition in which I designed compact neural networks to solve ARC-AGI visual transformation tasks. Ranked 103rd out of 2,963 teams (Top 3.48%).

Machine Learning

Projects

Neural Networks from Scratch

2026

Personal Project · 2026

Personal learning in NumPy: fully connected layers, convolution, pooling, batch normalization, loss functions, and optimizers. Tests check the forward and backward passes, and small experiments show that an MLP and a CNN can train on tiny datasets.

Python · Machine Learning