🎓 MS in Computer Science at University at Buffalo (UB) | ⚡ Focus: Distributed Systems & AI/ML | 🌐 Open Source: NVIDIA NeMo, FlexMeasures, timely-beliefs, Django-CRM
I actively contribute core features, architectural refactors, and bug fixes to established open-source production frameworks:
| Ecosystem | Focus & Stars | Upstream Contribution / PR | Key Architectural Impact |
|---|---|---|---|
NVIDIA-NeMo/Automodel |
1,000+ ⭐ AI/ML | PR #3379 (Merged) PR #3700 (In Review) |
VLM processor artifact serialization on LoRA merges + PEFT adapter key namespace isolation (base_model.model.thinker...). |
FlexMeasures/flexmeasures |
206+ ⭐ Energy EMS | PR #2353 (Merged) PR #2443 (In Review) |
Multi-tenant RBAC role filtering on Account REST APIs & UI + plugin loader working directory shadowing resolution. |
MicroPyramid/django-crm |
1,000+ ⭐ Backend | Issue #636 Implementation | High-throughput entity matching, Levenshtein fuzzy company clustering, E.164 phone normalization & record merge engine. |
SeitaBV/timely-beliefs |
Probabilistic Sensors | PR #245 (Merged) | Enforced strict total ordering (__lt__) for BeliefSource to prevent NaN generation during Pandas MultiIndex alignment. |
Rekin226/aquascope |
Scientific Hydrology | 9 Upstream Merged PRs PR #269 (In Review) |
Extreme Value Theory (EVT) flood frequency bounds, Mann-Kendall trend tests, CAMELS-BR collector & Streamlit dashboard. |
|
High-throughput telemetry ingestion (2,500+ msg/sec) using Apache Kafka, sub-second sliding window Spark Structured Streaming aggregations, and asynchronous FastAPI KPI services. |
Production Retrieval-Augmented Generation application with overlapping semantic chunking, dense vector embeddings, vector similarity search, FastAPI, and Dockerized deployment. |
|
Geospatial machine learning pipeline analyzing NASA OCO-2 and Sentinel-5P telemetry. Published in the International Journal of Remote Sensing (Taylor & Francis). |
Dual-stage Vision Transformer (ViT) structural encoder + PatchGAN texture synthesizer for photorealistic portrait restoration under 50% random structural occlusion. |
