Algorithm Engineer
Current
Boston, Massachusetts, United States
- Directed an engineering team of 6 through the feature lifecycle from inception to delivery and ongoing support, uncovering critical technical insights from classified data streams for our customers.
- Implemented open source community projects for large language models, text embedding models, multimodal LLMs, vector databases, transformer-based machine translation, and contributing to Huggingface, Langchain, and.
- Architected and deployed a multimodal Retrieval Augmented Generation (RAG) backend and API service, enhancing data retrieval accuracy by 85%.
- Reduced processing time by 95% by engineering a low-latency multilingual natural language processing pipeline for named entity recognition, semantic search, and knowledge graph generation.
- Developed advanced topic modeling and data fusion techniques to improve customer understanding of unstructured data sources.
- Deployed production packages enabling 10x user growth by the intelligence community, adhering to stringent security protocols.