Rekha Sampangiramaiah
Genai Engineer @Lokibots
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WORK HISTORY
Genai Engineer @Lokibots
Milpitas, CA, US
Developed Advanced Generative AI Solutions: Built AI-driven systems to process structured and unstructured data from large files (200MB+), leveraging LLMs like OpenAI GPT-4 and Anthropic Claude to extract actionable insights from financial statements. Conversational Analytics Chatbot: Designed and implemented a chatbot capable of analyzing text-based data from Excel, CSV, PDFs, and databases. Used LangChain, OpenAI, Streamlit, PandasAI, and prompt engineering to enable dynamic querying and deliver business insights. Optimized Large-Scale Data Processing: Developed multimodal chunking strategies for large file processing using LangChain, improving efficiency and accuracy. POCs to Production-Ready AI Applications: Led the development of proof-of-concepts, pilot projects, and scalable AI applications aligned with client needs, ensuring successful deployment. AI-Powered 360-Degree Feedback System: Created an NLP-driven feedback analysis system that synthesizes qualitative peer reviews into actionable leadership insights. Improved processing efficiency by 50% using asynchronous programming and multiprocessing techniques. Client Engagement & AI Strategy Consulting: Partnered with client teams to identify AI opportunities, document business processes, and present Generative AI solutions effectively. Delivered client-facing presentations showcasing AI-driven value propositions.
EDUCATION
University of Houston-Clear Lake
Master's degree, Computer Science
Visvesvaraya Technological University
Bachelor's degree, Information Science
ABOUT REKHA SAMPANGIRAMAIAH
Data & AI enthusiast with experience in Business Intelligence (BI) development, Data…
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