Work
Selected projects
Pick a category — each project links to demos, papers, and code where available.
Research systems, distributed infrastructure, and low-level engineering.
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Machine Learning for River Forecasting
LSTM models for 48-hour river stage prediction in the Genesee River Basin — hydrology research with extensive documentation.
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OSDI 2025 Systems Research
Evaluation-as-a-Service for distributed storage — result automation, reproducible benchmarks, and performance visualization.
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Distributed Database System
Research-oriented distributed DB exploring consistency tradeoffs — evaluated on CloudLab with CPI-NS lab.
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Distributed File Storage System
Fault-tolerant storage across nodes with consistent hashing, replication, and a REST API interface.
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Enclave Firewall Manager
Go-based Linux firewall manager syncing nftables rules and validating network policies in containers.
Analytics pipelines, ML at scale, and interactive data products.
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Bellabeat Case Study
Fitbit data analysis for a health-tech growth strategy — full Kaggle notebook and Colab walkthrough.
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Scalable ML with Apache Spark
Distributed classification and clustering on large datasets with Spark ML pipelines.
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Interactive Data Product
End-to-end data science lifecycle — ingestion, modeling, and a deployed interactive UI.
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Full-Stack Business Data Pipeline
Automated ETL plus a creator analytics dashboard for real-time business insights.
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3D Word Cloud Visualization
NLP-powered app that turns article topics into an explorable 3D visualization.
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Health Record Insights Pipeline
Four-phase UB data-science capstone — cleaning, modeling, Spark scale-out, Streamlit app.
Full-stack products, SaaS, and polished web experiences.
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MetaCoreLife Social Platform
Purpose-driven social product — challenges, community, Stripe commerce. Live startup foundation.
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Focus Dashboard
Privacy-first productivity app — Pomodoro, habits, goals, analytics, and journal. No backend.
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Lost and Found Portal
Full-stack lost & found with real-time notifications and mobile-responsive UI.
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E-Commerce Food Platform
Full online store — catalog, cart, checkout, and PayPal payments for a food industry client.
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OpsPulse Tracking Dashboard
Internal ops dashboard — portfolio positions, trade activity, reporting, and exposure monitoring.
Healthcare APIs, clinical data, and assessment projects.
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Ksense Healthcare API
Patient risk scoring with pagination, retry logic, and data quality detection.
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Sofia Health
Django appointment booking with Stripe PaymentIntent integration.
More experiments on GitHub.