Sundar Ramamurthy — AI Researcher

I am a 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 𝗮𝗻𝗱 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 leader with over 15 years of experience, specializing in designing, building, and deploying AI-driven Data Products. My current focus is leveraging cutting-edge Large Language Models (LLMs) and Agentic AI to drive business transformation, optimize operations, and create novel customer experiences. My expertise spans the full lifecycle of AI solution delivery, from deep learning and advanced analytics to scalable cloud architecture. 𝗘𝘅𝗽𝗲𝗿𝘁𝗶𝘀𝗲 & 𝗧𝗲𝗰𝗵𝗻𝗶𝗰𝗮𝗹 𝗦𝗸𝗶𝗹𝗹𝘀 Generative AI & Agentic Systems (Primary Focus) My core expertise lies in the end-to-end development of production-ready Generative AI solutions. LLMs & Frameworks: Deep practical experience with models like 𝗚𝗲𝗺𝗶𝗻𝗶, 𝗟𝗟𝗔𝗠𝗔, 𝗮𝗻𝗱 𝗣𝗛𝗜-𝟯, utilizing advanced frameworks such as 𝗟𝗮𝗻𝗴𝗖𝗵𝗮𝗶𝗻, 𝗛𝘂𝗴𝗴𝗶𝗻𝗴 𝗙𝗮𝗰𝗲, 𝗮𝗻𝗱 𝗟𝗮𝗻𝗴𝗚𝗿𝗮𝗽𝗵 for complex reasoning and deployment. 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜 & 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻: Expert in creating multi-agent systems and AI-driven automation using CrewAI and AutoGen, focusing on delivering autonomous business process solutions. 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 & 𝗗𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁: Proficient in the Google AI SDK and deployment on robust cloud infrastructures including GCP and MCP Servers 𝗗𝗮𝘁𝗮 𝗣𝗿𝗼𝗱𝘂𝗰𝘁 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 Proven ability to translate AI/ML models into scalable, high-value data products: 𝗕𝗶𝗴 𝗗𝗮𝘁𝗮 & 𝗖𝗹𝗼𝘂𝗱 𝗖𝗼𝗺𝗽𝘂𝘁𝗶𝗻𝗴: Proficient in Google Cloud Platform (GCP), Spark, Hadoop, HDFS for large-scale data processing pipelines essential for foundation model deployment. 𝗔𝗜/𝗠𝗟 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗧𝗼𝗼𝗹𝘀: Extensive experience with Python, Hive, DataRobot, and Domino Data Lab. 𝗔𝗱𝘃𝗮𝗻𝗰𝗲𝗱 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 & 𝗟𝗟𝗠 𝗙𝗶𝗻𝗲-𝗧𝘂𝗻𝗶𝗻𝗴 LLM Customization: Hands-on experience with finetuning and customizing Large Language Models using techniques like LoRA (Low-Rank Adaptation) and QLoRA for domain-specific performance and optimization. 𝗖𝗼𝗿𝗲 𝗠𝗟: Experienced in time series forecasting (FB Prophet, ARIMA, SARIMA), optimization models (PuLP, Gurobi), and specialization in tree-based forecasting with LightGBM and ensemble models. 𝗧𝗵𝗼𝘂𝗴𝗵𝘁 𝗟𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽 & 𝗣𝘂𝗯𝗹𝗶𝗰 𝗘𝗻𝗴𝗮𝗴𝗲𝗺𝗲𝗻𝘁 Active Social Influencer with 25,000+ LinkedIn connections and a YouTube channel dedicated to Data Science with 1,500+ subscribers. Guest Lecturer & Speaker at prestigious institutions (IIT Madras, Anna University, NIT) on advanced AI and Generative AI topics.

Stackforce AI infers this person is a Generative AI and Data Science expert with a focus on business transformation.

Location: Chennai, Tamil Nadu, India

Experience: 24 yrs 3 mos