Prem Kiran Yerra profile photo 1 on Tal

Prem Kiran Yerra

Ex-Goldman Sachs | IIMA | IITM

Bengaluru

10+ years of work experience

RapidClaims
Jan 20251 yr 8 mosPresent

Bengaluru

1. Built a framework to solve the firm biggest problem, LLM Accuracy, as it enters growth phase. a. Improves core LLM accuracy and identifies perfect AI outputs with 90%+ precision, substantially reducing manual audit overhead. b. Implemented sequential LLM workflows including self-reflection mechanisms, few-shot prompting and systematic prompt optimization. 2. Worked on strategic product roadmap to diversify the firm's portfolio into broader RCM offerings
State Street
Jan 20244 mosApr 2024

Boston, Massachusetts, United States

Led client integration ($Tn+ AMC, Invesco) into the firm’s processes, managing a team of 40+ stakeholders
Goldman Sachs
Dec 20193 yrs 3 mosFeb 2023

Bengaluru, Karnataka, India

Led, a team of 3, the global FX/EM risk analytics pod ($2B+ biz.) delivering market risk management solutions. 1. Developed a suite of scalable, data-driven risk-explanation products such as risk attribution, scenario analysis, risk dashboards etc. to enhance unreliable manual excel analysis. Reduced turnaround time by ~40%, improved accuracy saving regulatory capital and minimized regulatory findings. 2. Drove daily cross-functional collaboration and managed FED (US) & PRA (UK) Stress test exercises, to analyze economic risks and firm PnL during market stress. Led, a team of 5, owning the risk market data product (1M+ daily data flow), that feeds into all GS risk computations. 1. Developed scalable ML products leveraging Anomaly Detection, Decision Trees etc. to revamp manual imprecise time-series integrity checks & unreliable daily sourcing processes. Reduced capital costs & solely handled FINRA, PRA audits (US, UK regulators) with no findings, saving regulatory costs. Owned daily data management & integrity processes.
Goldman Sachs
Jan 20182 yrsDec 2019

Worked in the core modelling team building a new 0-1 market risk model, as banks move to new FRTB regulations 1. Built entire model architecture from defining risk factors to computing the regulatory capital costs for all trading desks
Goldman Sachs
May 20152 yrs 8 mosDec 2017

Bengaluru, Karnataka, India

Exotic Trade Structuring 1. Structured FX/EM portfolio management solutions like structured forwards for corporates & Directional/Relative Value opportunities for fast & real money investors across EMEA/Asia, generating $100M+ biz (100+ trades). Managed end-to-end trade flow from ideation (sales pitches), pre-trade analytics to trade execution. Product Development 1. Conceptualized & built a suite of quantitative tools/products (both front-end and back-end) to automate trade analytics, and, identify new biz. & trade restructuring opportunities for all GS FX/EM clientele, delivering $10M+ biz 2. Managed the technical & biz. execution of Largest Wall Street investor survey product for 1000+ clients, with $Tn+ AUM
SEBI
Apr 20143 mosJun 2014

Mumbai Area, India

- Awarded formal employment, having directly reported to the former SEBI Executive Director, Mr. S.Ravindran, working on reducing the impact of tail-end stock market movements on the formulaic regulatory minimum price a firm has to offer while buying investor shares during company takeovers - Would have resulted in 30% investor savings when tested on all the takeovers happened in 08' crisis
TVS Motor Company
May 20123 mosJul 2012

Hosur, Tamil Nadu, India

- Awarded PPO, having directly reported to the Senior VP at Advanced Engineering Group (akin to stealth new technology build), working on assessing the feasibility of adding an electric supercharger as a power booster to premium 2-wheelers, like TVS Apache - Model results indicated adding a supercharger about 25% reduction in the time to accelerate the vehicle, plus, a significant increase in fuel efficiency

Prem’s AI Stack

anthropic apis
anthropic apis
claude code
claude code
claude
claude
gemini
gemini
hermes agent
hermes agent
langchain
langchain

Education

Indian Institute of Management Ahmedabad

PGDM, Finance, Strategy, General

Indian Institute of Management Ahmedabad

20132 yrs2015
Indian Institute of Technology, Madras

Bachelor's degree, Mechanical Engineering

Indian Institute of Technology, Madras

20094 yrs2013

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Headline

Ex-Goldman Sachs | IIMA | IITM

Location

Bengaluru

AI stack

anthropic apis

claude code

claude

gemini

hermes agent

langchain

Work experience

Product Consultant at RapidClaims, Jan 2025 - Present · 1 yr 8 mos, Bengaluru, 1. Built a framework to solve the firm biggest problem, LLM Accuracy, as it enters growth phase. a. Improves core LLM accuracy and identifies perfect AI outputs with 90%+ precision, substantially reducing manual audit overhead. b. Implemented sequential LLM workflows including self-reflection mechanisms, few-shot prompting and systematic prompt optimization. 2. Worked on strategic product roadmap to diversify the firm's portfolio into broader RCM offerings

Global Integration Lead at State Street, Jan 2024 - Apr 2024 · 4 mos, Boston, Massachusetts, United States, Led client integration ($Tn+ AMC, Invesco) into the firm’s processes, managing a team of 40+ stakeholders

Vice President, Market Risk Analytics at Goldman Sachs, Dec 2019 - Feb 2023 · 3 yrs 3 mos, Bengaluru, Karnataka, India, Led, a team of 3, the global FX/EM risk analytics pod ($2B+ biz.) delivering market risk management solutions. 1. Developed a suite of scalable, data-driven risk-explanation products such as risk attribution, scenario analysis, risk dashboards etc. to enhance unreliable manual excel analysis. Reduced turnaround time by ~40%, improved accuracy saving regulatory capital and minimized regulatory findings. 2. Drove daily cross-functional collaboration and managed FED (US) & PRA (UK) Stress test exercises, to analyze economic risks and firm PnL during market stress. Led, a team of 5, owning the risk market data product (1M+ daily data flow), that feeds into all GS risk computations. 1. Developed scalable ML products leveraging Anomaly Detection, Decision Trees etc. to revamp manual imprecise time-series integrity checks & unreliable daily sourcing processes. Reduced capital costs & solely handled FINRA, PRA audits (US, UK regulators) with no findings, saving regulatory costs. Owned daily data management & integrity processes.

Associate, Market Risk Modelling at Goldman Sachs, Jan 2018 - Dec 2019 · 2 yrs, Worked in the core modelling team building a new 0-1 market risk model, as banks move to new FRTB regulations 1. Built entire model architecture from defining risk factors to computing the regulatory capital costs for all trading desks

Senior Analyst & Associate, FX Sales Strategist (Front Office Sales Quant), Asia/London at Goldman Sachs, May 2015 - Dec 2017 · 2 yrs 8 mos, Bengaluru, Karnataka, India, Exotic Trade Structuring 1. Structured FX/EM portfolio management solutions like structured forwards for corporates & Directional/Relative Value opportunities for fast & real money investors across EMEA/Asia, generating $100M+ biz (100+ trades). Managed end-to-end trade flow from ideation (sales pitches), pre-trade analytics to trade execution. Product Development 1. Conceptualized & built a suite of quantitative tools/products (both front-end and back-end) to automate trade analytics, and, identify new biz. & trade restructuring opportunities for all GS FX/EM clientele, delivering $10M+ biz 2. Managed the technical & biz. execution of Largest Wall Street investor survey product for 1000+ clients, with $Tn+ AUM

Summer Intern at SEBI, Apr 2014 - Jun 2014 · 3 mos, Mumbai Area, India, - Awarded formal employment, having directly reported to the former SEBI Executive Director, Mr. S.Ravindran, working on reducing the impact of tail-end stock market movements on the formulaic regulatory minimum price a firm has to offer while buying investor shares during company takeovers - Would have resulted in 30% investor savings when tested on all the takeovers happened in 08' crisis

Summer Intern at TVS Motor Company, May 2012 - Jul 2012 · 3 mos, Hosur, Tamil Nadu, India, - Awarded PPO, having directly reported to the Senior VP at Advanced Engineering Group (akin to stealth new technology build), working on assessing the feasibility of adding an electric supercharger as a power booster to premium 2-wheelers, like TVS Apache - Model results indicated adding a supercharger about 25% reduction in the time to accelerate the vehicle, plus, a significant increase in fuel efficiency

Education

PGDM, Finance, Strategy, General, Indian Institute of Management Ahmedabad

Bachelor's degree, Mechanical Engineering, Indian Institute of Technology, Madras