Experience
Amazon Lab126
Software Engineer Intern
- Shipped a C++ on-device speaker identification module to a production vehicle fleet, off the response path.
- Quantized the embedding model to INT8 ONNX for real-time recognition on ARM silicon.
- Built an MLOps loop fed by fleet data for continuous fine-tuning of SLMs, ASR and TTS.
Amazon Leo
ML Engineering Lead
- Forecasted G7 space policy a year out with a three-model time-series ensemble.
- Built an ETL turning a data lake into a queryable database, and smoothed signals temporally to cut Type I errors.
General Dynamics Information Technology
Software Engineer Intern
- Deployed a zero-to-one edge vision module detecting vehicles and streaming geospatial telemetry to connected users.
- Held out-of-sample accuracy on noisy sensor data through projected gradient descent adversarial training.
- Architected a thread-safe, quantized three-stage pipeline running on a TPU over live video feeds.
General Dynamics Information Technology
Engineering Project Lead
- Led a team of engineers shipping a hybrid graph and vector RAG pipeline over an agency record corpus to analysts.
- Raised retrieval accuracy with custom chunking and named-entity recognition, cutting analyst discovery time.
Booz Allen Hamilton
Engineering Project Manager
- Automated medical policy audits with summarization and sentiment analysis pipelines.
- Built a full-stack, human-in-the-loop scraping and audit pipeline to cut manual review time.
Internal Revenue Service
Software Engineer Intern
- Upgraded division-wide Jenkins CI/CD (JDK 11 to 17) for fraud detection across national tax applications.
- Cut build times for the division by migrating a twenty-year-old Java system from Ant to Maven.