arpit awad
@arpitawad
I build production ML, GenAI, and collections analytics systems for financial services.
IndiaWhat I'm looking for
At Tata Capital, I build GenAI conversational analytics and production machine learning systems for collections and credit-risk decisions. My work includes a LangChain and LangGraph platform that turns natural-language questions into financial metric calculations, reducing manual Excel reporting for non-technical stakeholders.
I've delivered predictive models that reduced delinquency by 2%, improved Bucket-X efficiency by 1%, and increased digital collections efficiency by up to 5%. I also bring data science and analytics experience from L&T Finance, where I built NLP-driven village mapping and field loan counsellor allocation for rural farm finance.
Experience
Work history, roles, and key accomplishments
Manager - Data Scientist
Tata Capital Ltd.
Jul 2026 - Present (3 months)
Promoted from Assistant Manager to Manager in Jul 2026. Architected a GenAI-powered conversational analytics platform using LangChain, LangGraph, and OpenAI APIs, and engineered multi-step agentic workflows deployed on Databricks with Streamlit. Designed and deployed a Pre-Delinquency Model (PDM) and a Bucket-X Channel Allocation Model, achieving a 2% reduction in delinquency rates and up to 5% im
Assistant Manager - Data Scientist
Tata Capital Ltd.
Oct 2023 - Jun 2026 (2 years 8 months)
Promoted to Manager in Jul 2026. Architected a GenAI-powered conversational analytics platform using LangChain, LangGraph, and OpenAI APIs, and engineered multi-step agentic workflows deployed on Databricks with Streamlit. Designed and deployed a Pre-Delinquency Model (PDM) and a Bucket-X Channel Allocation Model, achieving a 2% reduction in delinquency rates and up to 5% improvement in digital co
Manager - Data Science & Analytics
L&T Finance
Apr 2022 - Oct 2023 (1 year 6 months)
Built an NLP-driven village mapping and Field Loan Counsellor (FLC) auto-allocation system using FuzzyWuzzy fuzzy string matching to extract village names from unstructured customer addresses, enabling intelligent FLC assignment based on historical customer patterns across India's rural farm finance base.
Trainee Marine Engineer
Anglo-Eastern Ship Management
Nov 2018 - Jul 2020 (1 year 8 months)
Worked as a Trainee Marine Engineer onboard commercial vessels, supporting marine engineering operations, equipment maintenance, troubleshooting, and process adherence in a safety-critical operational environment.
Education
Degrees, certifications, and relevant coursework
Praxis Business School
Post Graduate Program, Data Science
2021 - 2022
Post Graduate Program in Data Science from Praxis Business School, completed in 2022.
Anglo Eastern Maritime Academy
Graduate Marine Engineering, Marine Engineering
2017 - 2018
Graduate Marine Engineering program from Anglo Eastern Maritime Academy, completed in 2018.
Mahakal Institute of Technology & Management
Bachelor of Engineering, Mechanical Engineering
2012 - 2016
Bachelor of Engineering in Mechanical Engineering from Mahakal Institute of Technology & Management, completed in 2016.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Salary expectations
Social media
Skills
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