Ashwin Thomas
Bengaluru
Summary
Dynamic Software Development Engineer with a proven track record at JPMorgan Chase & Co, specializing in GenAI and AWS Cloud Services. Successfully led the development of innovative applications and optimized performance, showcasing strong problem-solving abilities and expertise in microservices architecture. Committed to delivering scalable solutions that drive business results.
Overview
4
4
years of professional experience
1
1
Certification
Work History
Software Development Engineer
JPMorgan Chase & Co
Bengaluru
11.2022 - Current
- Led the development of Babelfish, a GenAI-powered code conversion application transforming SAS code to SQL (Snowflake, TDSQL) using Azure OpenAI (GPT-4, GPT-3.5).
- Designed and implemented Creative Scanner, an AI-powered document review assistant using RAG pipelines, OpenAI LLM models, and OpenSearch VectorDB for intelligent search and summarization.
- Built a scalable Q&A pipeline leveraging EMR for data preprocessing, Lambda for document chunking and embedding, OpenSearch for vector search (KNN/ANN models), and ECS for API exposure.
- Developed digital summary agents and Wealth Management Meeting Assist Agents using LangGraph, LangChain, and LLM orchestration.
- Spearheaded data migration from on-prem to AWS S3, utilizing Glue, Crawlers, Athena, EMR for querying and transformation.
- Designed a stateless microservice consuming Kafka topics, processing inference scores, and integrating with vendor APIs.
- Optimized performance and scalability of cloud applications using Datadog, Splunk, Dynatrace, and Gremlin for chaos testing.
- Developed full-stack applications using React.js (frontend) and Java Spring Boot (backend) with MySQL as the database.
- Built robust microservices deployed on AWS ECS and EKS, integrating with CI/CD pipelines using Jenkins and Spinnaker.
- Worked on data engineering pipelines, implementing ETLs using AWS Glue, Lambda, Step Functions, and EventBridge.
- Designed and deployed performance-tuned applications using AWS Auto Scaling, Elastic Load Balancers, and CloudFront.
- Led performance tuning initiatives, ensuring efficient API response times and system reliability for high-volume transactions.
Full Stack Development Engineer
Access Research Labs
Mangaluru
02.2021 - 11.2022
- Developed Sclera VDMS, a scalable video data management system.
- Implemented networking solutions, including SNMP monitoring and distributed data collection frameworks.
- Built and deployed containerized applications using Docker in Agile environments.
Education
Bachelor of Engineering - Computer Science & Engineering
NMAM Institute Of Technology
Mangaluru06-2021
Skills
- GenAI
- AWS Cloud Services (EKS, ECS, EMR, APIGW, LAMBDA, GLUE, S3, Opensearch, Elastic Cache, RDS)
- Java, Python
- Application development
- Data migration
- Microservices architecture
- Cloud computing
- Full stack development
Affiliations
- Chess
- Cooking
- Reading
- Travel & Music
Accomplishments
- Best Employee Honor
- AWS Certified
- Consecutive strong ratings
Certification
- AWS Certified
Languages
English
First Language
Timeline
Software Development Engineer
JPMorgan Chase & Co
11.2022 - Current
Full Stack Development Engineer
Access Research Labs
02.2021 - 11.2022
Bachelor of Engineering - Computer Science & Engineering
NMAM Institute Of Technology