Sai Sampath Kumar Davaleswarapu — AI Researcher

I am a Senior Machine Learning Engineer with 7+ years of experience designing, developing, and deploying AI solutions across CPG, Telecom, Banking, Insurance, and Healthcare domains. My expertise spans Large Language Models (LLMs), Generative AI, Agentic AI, NLP, Marketing Mix Modeling (MMM), Recommender Systems, and Time Series Forecasting, with a proven record of taking AI applications from proof-of-concept to scalable production. At Amazon, I contributed to Amazon Maps, building a dynamic route optimization system using AI to enhance navigation accuracy and real-time decision-making. At Fractal, I led development of LLM-powered applications—including chatbots with Retrieval-Augmented Generation (RAG) and LangChain—that improved search efficiency and employee productivity. Key AI and Deep Learning Projects: Banking: CNN-based facial recognition for secure banking; Generative AI Q&A bot using LangChain and domain-specific data. Telecom: RAG-powered Q&A engine to search large datasets; Text-to-SQL LLM engine deployed via FastAPI; automated recommendation system for personalized offerings. Insurance/Finance: LLM-based data orchestration tool to integrate siloed systems; Agentic AI workflows for autonomous multi-step business processes. Other Impactful Solutions: MMM: Optimized marketing spend, increasing ROI by 20%. Recommender Systems: Boosted average order value by 12%. Time Series Forecasting: Enhanced forecast accuracy by 15% for a global CPG client. Core Skills: AI/ML: LLMs, GenAI, NLP, Agentic AI, RAG, MMM, Recommender Systems, Forecasting, Deep Learning (CNN) Frameworks: TensorFlow, PyTorch, Scikit-learn, LangChain, Hugging Face, Keras MLOps/Deployment: Docker, FastAPI, scalable pipelines, Azure, AWS Passionate about bridging research and application, I collaborate with cross-functional teams to build scalable AI innovations that deliver measurable business impact. I also enjoy freelancing projects that challenge creativity and advance real-world AI applications. GitHub: https://github.com/sampath429/hackathons

Stackforce AI infers this person is a Machine Learning Engineer with expertise in AI solutions for Healthcare, Telecom, and Banking sectors.

Location: Hyderabad, Telangana, India

Experience: 10 yrs 9 mos