AIML, Machine Learning Platform and Infrastructure

• Lead team to develop three business critical microservices processing terabytes of medical data.

• Developed a scalable and efficient OCR service on Kafka and K8s for millions of PDFs.

• Implemented a customer-configurable rules engine to validate graph DBs of 10k patients.

• Constructed a GPT-backed chat interface to assist human curation of unstructured data.

• Created a document search and structured prompt pipeline with patterns based on LangChain.

• Realized crucial efficiencies for distributed compute framework handling 20 petabytes of data.

• Designed and implemented a scheduling refactor that saved millions of dollars during R&D.

• Architected multiple features for Reflow, a file-oriented workflow engine and language.

• Led the development of an internal service for packaging and releasing data pipelines.

• Worked on hardware accelerated DNA sequence alignment research under the direction of Yatish Turakhia and Gil Bejerano.

• Fueled student success in mastering algorithms, data structures, and complexity analysis.

• Graded exams and assignments, held office hours, and mentored students on extension work.

• Instructed students in Java and C++.