Jaskirat Singh
Building AI Tech | LLMs, Agents, RAG | Standard Chartered | IIT Kanpur
- Role
- Ai and Analytics at Standard Chartered
- Location
- Chandigarh, CH, IN
- LinkedIn followers
- 500 followers
About Jaskirat Singh
Hi, I’m Jaskirat, a Mathematics & Scientific Computing graduate from IIT Kanpur who…
Experience
Ai and Analytics
Jul 2024 — Present · Bengaluru, IN
1) Chatbot using RAG & LLMs:Developed a Retrieval-Augmented Generation (RAG) based chatbot using large language models to streamline internal document search. The chatbot enables teams to upload and query documents like contract agreements and technical documents, eliminating the need for manual keyword searches.2) Stress Testing Credit Risk under Macroeconomic Scenarios:Built Monte Carlo simulation models to analyze how credit risk metrics behave under various macroeconomic stress scenarios. The analysis focused on understanding non-linear impacts on Expected Credit Loss (ECL) and contributed to key insights in the bank’s annual disclosures.3) Project Finance:Worked on assessing the creditworthiness of the bank\'s project finance portfolio by analyzing projected cash flows and evaluating risk grades of borrowers. Also contributed to refining model parameters (MEV) used in risk evaluations.4) Monitoring Credit Risk Deterioration:Supported the ongoing tracking of clients flagged for significant increase in credit risk (Stage 2). Monitored changes in credit exposure (EAD), analyzed migration between credit stages, and contributed to lifetime ECL calculations for early warning and provisioning.
Education
Indian Institute of Technology, Kanpur
Dual Degree, Mathematics and Scientific Computing
2019 — 2024
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