Where I've shipped impact.

Aug 2026 — Present

Current

AI/ML Engineer

Vizzda · Arizona

• Built and deployed end-to-end pipelines for automated real estate document processing, orchestrating Google Document AI, Tesseract OCR and Gemini 2.5 Flash in a 3-source consensus extraction system across Maricopa and Miami-Dade.
• Created entity resolution and skip-trace systems using fuzzy matching, Bizapedia and the Enformion API — with tuned similarity thresholds, cost-control layers and multi-hop LLC traversal — to identify beneficial owners at scale.
• Developed a modular multi-county Python pipeline combining external APIs, Playwright automation, LLM structured extraction and rules-based enrichment to produce contact-ready commercial real estate intelligence daily.

May 2026 — Present

Current

Research Assistant

Ira A. Fulton Schools of Engineering, ASU · Tempe, AZ

• Implemented 6 federated learning algorithms combining FedAvg/FedGmd aggregators with SGD, ASS and SASS trainers, running 432 experiments across IID and non-IID MNIST and medical datasets (REFUGE, LAG) with up to 80% corruption.
• Diagnosed why FedGmd hurt accuracy by up to 6% at high corruption — the geometric median collapses toward the corrupt majority past 50% — and confirmed it theoretically via RFA breakdown-point analysis.

Aug 2025 — May 2026

Instructional Aide & Grader

Arizona State University · Tempe, AZ

• Supported 100+ students across Principles of Programming Languages and Operations Research Models through office hours and exam reviews.
• Developed rubrics and solution sets, grading via Gradescope and Canvas to keep academic standards consistent.

May 2023 — Jul 2023

Data Analyst Intern

Amrutanjan Health Care Ltd · Chennai, India

• Automated ETL and reporting with PostgreSQL, PySpark on Databricks and Python over 1M+ sales records, with anomaly checks flagging data errors before executive reporting.
• Engineered 14 demand and seasonality features with DBSCAN and statistical methods; built LSTM and Seasonal ARIMA forecasts at 90% accuracy, lowering stock-out risk.
• Delivered Power BI variance dashboards that shaped procurement strategy for senior leadership.