A selected collection of production ML systems, data platforms, and applied AI products built across healthcare, BCI research, and enterprise automation.
Built a production wearable ML platform for real-time seizure detection. Novel algorithm with 10x improvement over prior art, FDA-cleared. Led on-device inference, distributed Spark training, probabilistic modeling, ClickHouse data platform, and full MLOps stack.
Production LLM platform for customer-facing automation — RAG pipelines, fine-tuning, NeMo Guardrails, real-time voice AI with sub-200ms latency.
Advanced wearable integration for gait analysis and rehabilitation monitoring.
Community-driven project for scraping job applications. Provided novel method for bypassing CAPTCHA restrictions.
Production real-time inference pipeline (sub-70ms latency), HMM + deep learning for neural decoding, Bayesian/MCMC probabilistic modeling, LLM-based BCI with long-term memory.
Next-generation diagnostic imaging systems and workflow optimization.
AI based identity resolution product that identified customers across different datasets using proprietary algorithms.
Smart inhaler prototype with biosensors rewarding correct technique via on-screen feedback.