About Me
I am an AI/ML engineer focused on building systems with clear real-world impact. My work is guided by a simple principle: effective technology should solve hard problems and make people's lives tangibly better. I'm currently completing a Master's degree in AI and researching network theoretic analysis in neuroscience at the Movement Neuroscience Lab at Northeastern University.
Projects
ZerePy
Open-source autonomous LLM agent framework with decision context tracking and multi-step workflow execution. 500+ GitHub stars.
TextStemSep
Text-conditioned audio stem separation model extending HT-Demucs with CLAP-driven cross-modal attention.
GeoSurfMap
Mid-level fusion CNN classifying surficial geology from multimodal remote sensing data (RGB, NIR, DEM) for flood risk assessment.
DeepSquid
Deepfake video classification RNN using a pretrained time-distributed MesoNet feature extractor with LSTM layers.
Experience
AI/ML Research Assistant
Northeastern University, Movement Neuroscience Lab
- Analyzing muscle synergies via multiplex networks (GCMI) and community detection (SBM) to inform digital twins for stroke rehabilitation.
- Applied NMF and constrained clustering to identify and compare synergy patterns across patient cohorts.
- Built Python pipelines for high-dimensional EMG signal processing and NetworkX-based graph analysis.
AI/ML Engineer
Blorm
- Built ZerePy, an open-source autonomous LLM agent framework; grew to 500+ GitHub stars across multiple hackathons.
- Scaled ZerePy into Blormmy, an AI-powered crypto wallet for streamlined transfers and swaps.
Full Stack Engineer [Co-op]
CollX
- Built a RAG chatbot for trading card queries, achieving a 90% reduction in average query time.
- Scheduled Airflow ETL pipelines to automate AI knowledge index updates and improve visual search accuracy.
- Created a Metabase KPI dashboard from SQL data to track marketplace growth and inform outreach strategy.
Education
M.S. in Artificial Intelligence
Northeastern University, Khoury College of Computer Science
- Current GPA: 3.92 / 4.00
B.S. in Computer Science, Concentration in Artificial Intelligence
Northeastern University, Khoury College of Computer Science
- GPA: 3.72 / 4.00
- University Honors Distinction
- Dean's List