Shubham Varankar
IIT Bombay | Machine Learning & Artificial Intelligence, L&T Finance | 2xGCP Certified
- Role
- Ml & Ai Engineer - Analytics at L&T Finance
- Location
- Mumbai, MH, IN
- LinkedIn followers
- 500 followers
About Shubham Varankar
Gen AI Engineer | Conversational AI | Generative AI | Fintech Innovation …
Experience
Ml & Ai Engineer - Analytics
Jun 2023 — Present · Mumbai, IN
Recipient of the Star Award – Bright Spark Category: Recognized for exceptional ownership and collaboration in delivering high-impact outcomes as a new joiner.Agentic AI Chatbot* Developed a virtual intelligent advisor to guide customers throughout their loan journey.* Integrated the Crew AI framework to enable advanced multi-agent reasoning capabilities.* Implemented real-time voice input support to enhance user interaction.* Enhanced the chatbot to autonomously resolve a significant volume of customer service queries using LLMs.Lifestyle Index Calculator (Patent filing in process)* Created a unique solution to estimate the quality of a customer\'s residence using KYC images.* Utilized unstructured visual data (KYC images) to generate structured lifestyle insights for enhanced credit decision-making.* Applied LLM-driven analytical reasoning to interpret image features and infer lifestyle indicators.* Aimed to improve credit risk models and decision-making using non-traditional, explainable insights.Business Forecasting Models* Built time series models using Facebook Prophet to forecast monthly business volumes with ~92% accuracy.* Enabled business teams to anticipate trends and drive data-backed policy interventions.* Forecasted daily treasury inflows with ~93% accuracy, improving treasury planning and fund allocation.
Education
Indian Institute of Technology, Bombay
Bachelor of Technology
2017 — 2021
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