Algorithm Engineer
Current• 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 LlamaIndex.• 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. • Finetuned embedding models, increasing F1-score by 85% on domain-specific retrieval tasks. • Developed GPU resource management internal tool with automated workload scheduling.
