Sobhagya Singh Jamwal
Data Scientist @Ford Motor Company
Signup · Get unlimited contacts
WORK HISTORY
Data Scientist @Ford Motor Company
Dearborn, MI, US
Lead the development of end to end chatbot using Retrieval Augmented Generation (RAG) methodology, utilizing Google\'s Gemini Large Language Model (LLM), Chainlit and LangChain. Orchestrated deployment via Cloud Run and Terraform, enabling efficient retrieval of crucial data from maintenance manuals and work order databases. Utilized 10+ terabytes of unstructured data (JSON) with advanced analytical methodologies to proactively forecast machine health decline. Also Built statistical and classification based machine learning algorithms using Python and Google Cloud Platform to identify and predict root causes of machine faults preventing unplanned downtimeAchieved reduction in execution and loading time of a major dashboard through Hive query optimization, Alteryx workflow streamlining, and QlikSense dashboard interface enhancements. Improved usability by incorporating additional key performance metrics for enhanced data-driven decision-making.
EDUCATION
Purdue University Daniels School of Business
Master's degree, Business Analytics and Information Management
Panjab University
Bachelor of Engineering - BE, Mechanical Engineering
ABOUT SOBHAGYA SINGH JAMWAL
The Data Maverick: Unleashing Insights and InnovationIn the heart of the data realm resides a dynamic force - an energetic data professional with a passion for weaving stories from numbers and revealing hidden truths. Meet Sobhagya, a skilled navigator of data\'s uncharted territories.A Journey of Insight:From the world of finance to the thrilling landscapes of gaming and entertainment, Sobhagya has traversed diverse domains, extracting meaning from structured data and delving into the enigma of unstructured datasets. Each project becomes a voyage, from deciphering financial trends to decoding user behaviors in the virtual realm.Tools of the Trade:Proficient in Python, SQL, SAS, and R, Sobhagya wields these instruments with precision to orchestrate compelling visual narratives through Power BI and Tableau. Transforming raw numbers into actionable insights that drive decisions is Sobhagya\'s expertise.Venturing into the Big Data Frontier:Beyond the ordinary lies the realm of Big Data. Sobhagya navigates the complexities of GCP\'s DataFlow, Cloudrun, and the vast expanse of BigQuery. Hadoop and MapReduce are trusted companions in this journey, alongside HIVE.A Connoisseur of Innovation:What sets Sobhagya apart is a foray into the avant-garde of AI. Generative AI is Sobhagya\'s playground – from crafting intricate prompts to engineering RAG-based systems, Sobhagya sculpts agents that breathe life into data. GPT models and Gemini? They\'re trusted partners in pushing the boundaries of what\'s possible.Unveiling the Unseen:In this data adventure, Sobhagya has delved into LangChain, ChainLit, and the mystical LLAMA index. These are not just tools; they are portals to uncharted territories of insight, where every query is a step towards the \"wow\" moment.The Quest Continues:But the journey doesn\'t end here. In this ever-evolving landscape of data and technology, Sobhagya is a relentless learner. A seeker of the next challenge, the next puzzle to solve. For Sobhagya, it\'s not just about delivering insights; it\'s about crafting a narrative that sparks innovation and drives businesses forward.For those seeking more than just analysis – for those seeking a storyteller of data, an innovator of insights – Sobhagya is ready to embark on this journey together. Let\'s unravel the mysteries of data and unveil the hidden gems that propel businesses to new heights.
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.