A seasoned IT professional with expertise in machine learning, system and database architecture, and innovative technology solutions. Known for leading projects that integrate Generative AI technologies and delivering scalable, high-quality software solutions.
🔥 Recent work
- AI Search:
- Key contributor to the integration of AI search into the Our Company platform, utilizing Generative AI technology.
- Expertise in embedding, reranking, and retrieval-augmented generation (RAG) systems, with deep knowledge of profanity filtering, personalization, and personal data redaction.
- Core LLM Development:
- Contributed to the development of Our Company’s proprietary LLM by generating complex training data to improve model performance.
-
Collaborated in building an internal “ChatGPT”-style platform for testing and evaluating LLMs across Our Company’s AIML teams.
- Integrating GenAI Technologies:
-
Led the Proof-of-Concept (PoC) to integrate Generative AI technologies into Our Company’s platform, showcasing their transformative potential by replacing traditional ML models with LLMs.
- Natural Language Processing (NLP) and Understanding:
- Enhanced the Our Company Virtual Agent by integrating a Python backend powered by ML models for intent prediction and slot filling.
- Implemented dialogue acts to analyze sentiment and guide conversations with customers, prioritizing user helpfulness.