Headline

Aspiring Careers with AI | Banking + GenAI | LLMs, RAG & Agentic Innovations

About

Most people wait for the industry to change around them. I decided to change before it does. ——— I spent a year inside ICICI Bank — not watching from the outside, but working inside the data that powers one of India's largest financial institutions. UPI flows. IMPS transactions. Risk patterns. Compliance trails. I saw how banks actually work. And I saw exactly where AI is going to break everything open. So I made a move that most people my age won't make: I went all in on GenAI — specifically for Banking domain. Right now I am building: → RAG systems that make financial documents queryable → AI Agents that automate banking workflows → LLM pipelines trained on BFSI use cases With: Python • LangChain • OpenAI API • FAISS • Streamlit • Vector Databases My edge is not just the tech. It is that I have sat inside banking operations and know which problems are worth solving with AI — and which ones aren't. That combination is rare. And I am building it deliberately. ——— 🧩If you are a founder, product leader, or hiring manager building AI for financial services — "My profile is not a resume. It is a signal." Let us connect.

Location

Nagpur

Work experience

Data Analyst Mentor at Superprof, Jun 2024 - Present · 2 yrs 1 mo, - Mentoring 50+ aspiring data analysts globally through one-on-one sessions, helping them build practical skills in Python, SQL, Excel, and Power BI, Multiple Projects. - Working with learners from diverse backgrounds, including students and professionals from Australia, Germany, New Zealand, London,UK,S and Kerala (Malayalam-speaking), Rajasthan, Northern Europe,Texas-Austin,Norway,Pune,Mumbai,Bhopal,Katar..tailoring guidance based on their goals. - Supporting mentees with end-to-end data projects such as churn analysis, sales dashboards, and real-world case studies, with a focus on data cleaning, analysis, and storytelling. - Providing career guidance including resume tips, project structuring, and interview preparation for data-related roles. - This freelance role, managed outside of core working with Google meets and live conference.

Bussiness Data Analyst at Prevoyance IT Solutions Pvt Ltd, Feb 2025 - Feb 2026 · 1 yr 1 mo, - Extracted, cleaned, and analyzed transaction and API data from UPI and IMPS payment channels using Excel and internal tools. - Created pivot tables, summary dashboards, and visualizations to highlight success vs. failure rates for digital payments. - Collaborated with cross-functional teams to track composite merchant codes and improve payout performance metrics. - Automated weekly Mutual Fund API reports and presented insights to the business team for action. - Supported data-driven decisions by showcasing work logs and performance documentation for each month.

Data Science Intern at Access Million, Jun 2024 - Feb 2025 · 9 mos, Remote, - Assisting in data collection, cleaning, and preprocessing for real-time business datasets. - Supporting the team in building predictive models and performing exploratory data analysis using Python and SQL. - Creating interactive dashboards and visualizations in Power BI to present insights to internal stakeholders. - Collaborating with analysts and engineers to automate data pipelines and optimize reporting processes. - Gaining hands-on exposure to real-world business problems and contributing to data-driven decision-making.

Data Analyst at KPMG, Jun 2023 - Jul 2023 · 2 mos, Remote

Future Ready Talent Program at Microsoft, Feb 2022 - Apr 2022 · 3 mos

Education

Bachelor of Technology - BTech, Computer Technology, Kavi Kulguru Institute of Technology and Science, Ramtek

HSC, Science (PCMB), USA Vidya Niketan Tumsar