Browse 6 live demos and 1 narrative page. Each project opens on a focused same-origin portfolio route with clear demo expectations before you click.
MLOps application for sensor anomaly detection that compares candidate models, tracks experiments, serves inference, logs predictions, produces drift reports, and defines retraining triggers.
Submit sensor readings and inspect anomaly probability with monitoring context.
LLM evaluation harness for retrieval-augmented generation with deterministic retrieval, structured citations, a 60-question evaluation set, refusal checks, and cost and latency tracking.
Ask a grounded question and compare retrieval configurations.
Decision-support toolkit for product experimentation and causal inference, covering power analysis, A/B testing, CUPED, Bayesian and sequential testing, diff-in-diff, IPW, uplift modeling, and synthetic control.
Review the project goals, technical choices, and implementation context.
Analytics engineering mini-lakehouse that ingests FRED and GDELT data, builds raw-to-mart dbt models, runs quality checks, orchestrates refreshes, and publishes a BI-facing report.
Check the generated mart/report status from the portfolio facade.
Production-style classifier suite for job-posting role prediction with TF-IDF model comparison, deterministic synthetic augmentation, one-standard-error model selection, FastAPI serving, and a TypeScript dashboard.
Paste a job description and inspect predicted role probabilities.
Black-box distillation lab where a compact PyTorch student learns from teacher-labeled job postings, serves predictions through FastAPI, and reports fidelity, latency, confusion-matrix, and model-card artifacts.
Compare a compact student model against teacher-labeled job postings.
Transformer inference internals lab comparing naive decoder-only autoregressive generation with KV-cache generation, including cache-equivalence checks, decode timing, memory-growth analysis, and a static benchmark report.
Inspect KV-cache equality, decode timing, speedup, and cache-growth samples.