Ayush Kumar profile photo 1 on Tal

Ayush Kumar

SDE 1 @JPMC | SRM IST ’24

Chennai

4+ years of work experience

JPMorganChase
Aug 20242 y 2 moPresent

Bengaluru

Engineered identity governance, compliance automation, and enterprise access platforms serving global employees. Key Initiatives & Technical Impact: • AI Automation & Audit Acceleration: Spearheaded an event-driven RAG pipeline (Python, FAISS, Haystack) to automate complex regulatory audit queries, reducing query turnaround from 3 weeks to under 4 hours and saving 540 engineering hours per quarter with 99.4% precision. • Enterprise Frontend Modernization: Led the React/TypeScript re-architecture of core access portals serving 5M+ sessions. Implemented Salt Design System and strict WCAG 2.1 AA accessibility standards, elevating accessibility scores by 25% and boosting CSAT from 75% to 93%. • Backend Scaling & Performance Tuning: Optimized enterprise offboarding and entitlement services using binary-search index lookups, achieving a 90% runtime reduction. Rigorously validated 2K+ concurrent user capacity via distributed JMeter and BlazeMeter load testing. • Enterprise AI Coding Harness & Model Routing: Architected a Python/FastAPI AI harness combining adaptive model routing and verified code knowledge graphs; classified requests by semantic intent and complexity across tiered model catalogs with dynamic fallbacks, slashing organizational token expenditure by 48% via graph context pruning and source provenance validation. • Sandboxed Autonomous Agent Runtime : Engineered goal-oriented agent workflows operating in isolated Git worktrees with strict AST-diff boundaries and automated acceptance test suites to safely validate code modifications. Built reusable parameterized script caching to execute recurring refactors deterministically without redundant LLM invocations, backed by FastAPI SSE streaming, SQLite session persistence, and local/S3 artifact caching supporting concurrent developer workflows across CLI, Web, and VS Code extensions. Tech Stack: Python, RAG, FAISS, Vector Search, Java, Spring Boot, React, TypeScript, Redis, JMeter, WCAG 2.1, REST APIs
JPMorganChase
Jan 20246 moJul 2024

Bengaluru, Karnataka, India

JPMorgan Chase & Co.
Jun 20231 moJul 2023

Bengaluru, Karnataka, India

-Developed a highly scalable and complex application for a Financial Instruments Project. -Implemented a flexible and interactive dynamic form component using React and Material-UI to handle various requirements efficiently along with API end points made using Spring Boot
Speak Your Mind Education LLP
Jan 20234 mosApr 2023

Chennai, Tamil Nadu, India

led a team to build an e learning platform with the integration of NLP for doubt solving and explanations.
Directorate Of Student Affairs , SRMIST
Sep 20221 yr 1 moSep 2023

Chennai, Tamil Nadu, India

Designated as the head of the SRM cube club. organized one of the first offline competitions after COVID. Part of management and website deployment team for Milan 23' (one of India's largest cultural fests) as a convenor under the directorate of student affairs.
Apr 202210 mosJan 2023

Chennai, Tamil Nadu, India

organized events for the aerospace theme of Aaruush a national level techno management fest.
GitHub
@ayushkumar05
Personal portfolioayushkumar05.github.io/portfolio

Ayush’s AI Stack

antigravity
antigravity
github copilot
github copilot
hugging face
hugging face
mcp
mcp
openai
openai
OpenRouter
OpenRouter

Education

SRM IST Chennai

Bachelor's degree, Computer Engineering

SRM IST Chennai

20204 yrs2024
St. John's High School, Chandigarh

HIgh School, -

St. John's High School, Chandigarh

20137 yrs2020

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Headline

SDE 1 @JPMC | SRM IST ’24

About

Software Engineer at JPMorgan Chase building high-throughput distributed systems, event-driven microservices, and scalable React/TypeScript micro-frontends. Proven track record of shipping Java/Spring Boot APIs handling 10K+ RPM at 99.9% availability, implementing robust data consistency models and accelerating CI/CD pipelines on AWS (EKS/ECS). Passionate about system design, optimizing P99 latency for enterprise scale (5M+ user sessions), and leveraging AI-driven RAG pipelines (FAISS/Haystack) for complex automation.

Location

Chennai

AI stack

antigravity

github copilot

hugging face

mcp

openai

OpenRouter

Work experience

Software Engineer at JPMorganChase, Aug 2024 - Present · 2 y 2 mo, Bengaluru, Engineered identity governance, compliance automation, and enterprise access platforms serving global employees. Key Initiatives & Technical Impact: • AI Automation & Audit Acceleration: Spearheaded an event-driven RAG pipeline (Python, FAISS, Haystack) to automate complex regulatory audit queries, reducing query turnaround from 3 weeks to under 4 hours and saving 540 engineering hours per quarter with 99.4% precision. • Enterprise Frontend Modernization: Led the React/TypeScript re-architecture of core access portals serving 5M+ sessions. Implemented Salt Design System and strict WCAG 2.1 AA accessibility standards, elevating accessibility scores by 25% and boosting CSAT from 75% to 93%. • Backend Scaling & Performance Tuning: Optimized enterprise offboarding and entitlement services using binary-search index lookups, achieving a 90% runtime reduction. Rigorously validated 2K+ concurrent user capacity via distributed JMeter and BlazeMeter load testing. • Enterprise AI Coding Harness & Model Routing: Architected a Python/FastAPI AI harness combining adaptive model routing and verified code knowledge graphs; classified requests by semantic intent and complexity across tiered model catalogs with dynamic fallbacks, slashing organizational token expenditure by 48% via graph context pruning and source provenance validation. • Sandboxed Autonomous Agent Runtime : Engineered goal-oriented agent workflows operating in isolated Git worktrees with strict AST-diff boundaries and automated acceptance test suites to safely validate code modifications. Built reusable parameterized script caching to execute recurring refactors deterministically without redundant LLM invocations, backed by FastAPI SSE streaming, SQLite session persistence, and local/S3 artifact caching supporting concurrent developer workflows across CLI, Web, and VS Code extensions. Tech Stack: Python, RAG, FAISS, Vector Search, Java, Spring Boot, React, TypeScript, Redis, JMeter, WCAG 2.1, REST APIs

Software Engineer at JPMorganChase, Jan 2024 - Jul 2024 · 6 mo, Bengaluru, Karnataka, India

Software Engineer Intern at JPMorgan Chase & Co., Jun 2023 - Jul 2023 · 1 mo, Bengaluru, Karnataka, India, -Developed a highly scalable and complex application for a Financial Instruments Project. -Implemented a flexible and interactive dynamic form component using React and Material-UI to handle various requirements efficiently along with API end points made using Spring Boot

Product Manager at Speak Your Mind Education LLP, Jan 2023 - Apr 2023 · 4 mos, Chennai, Tamil Nadu, India, led a team to build an e learning platform with the integration of NLP for doubt solving and explanations.

Convenor at Directorate Of Student Affairs , SRMIST, Sep 2022 - Sep 2023 · 1 yr 1 mo, Chennai, Tamil Nadu, India, Designated as the head of the SRM cube club. organized one of the first offline competitions after COVID. Part of management and website deployment team for Milan 23' (one of India's largest cultural fests) as a convenor under the directorate of student affairs.

Committee head at Vimanaaz, Aaruush, Apr 2022 - Jan 2023 · 10 mos, Chennai, Tamil Nadu, India, organized events for the aerospace theme of Aaruush a national level techno management fest.

Education

Bachelor's degree, Computer Engineering, SRM IST Chennai

HIgh School, -, St. John's High School, Chandigarh

Public links

github: https://github.com/ayushkumar05

ayushkumar05.github.io: https://ayushkumar05.github.io/portfolio