Direct linguistic strategy across phonetics, phonology, and NLP to enhance the naturalness and accuracy of a global digital assistant. Architecte end-to-end ML workflows, including data pipeline optimization and model evaluation, to improve system performance at scale.

Engineer hybrid NLP solutions by integrating rule-based systems with ML models, significantly increasing data coverage and quality through custom tooling. Establish data governance standards and best practices that streamlined operations across disparate data systems.

Spearhead cross-functional initiatives with Engineers, Researchers, and Product Managers to align linguistic requirements with product roadmaps.

Leading a team of 36 Tech Fellows to implement an innovative learning support system within CodePath’s adaptive course model — driving personalized guidance, technical growth, and community engagement for 600+ aspiring software engineers across the country.

Empowering aspiring developers to excel in their technical and leadership journey through mentorship, hands-on coding workshops, and personalized guidance. Facilitated collaborative learning environments, leading sessions on advanced programming concepts and industry best practices.

Designed and implemented API integration workflows for the Home Stories project, automating the end-to-end transformation of static real estate images into cinematic, AI-generated videos using multimodal tools and pipeline orchestration.

Contributed to neural network optimization for automated property image analysis, enabling dynamic video generation that increases buyer engagement and accelerates home sales.

Gained hands-on experience using LangChain to build modular, context-aware prompt pipelines integrated with external tools and retrievers. Actively contributed to optimizing inclusive LLM performance through prompt engineering, RLHF techniques, and evaluation of agent output reliability.

Led seamless integration of AWS Bedrock's foundation models into Bantera AI's core platform, accelerating the delivery of cutting-edge generative AI features for real estate applications without compromising security or scalability.