Saharsh Yashlaha
Bengaluru
Summary
Dynamic technology leader with extensive experience at JP Morgan Chase, driving the development of scalable LLM workflows and RAG pipelines. Proven expertise in Python and project management, coupled with a strong ability to mentor teams and foster individual growth. Co-inventor of two patents, showcasing innovative contributions to AI advancements.
Overview
10
10
years of professional experience
Work History
VP
JP Morgan Chase
Bengaluru
07.2022 - Current
- Leading and building a production-grade, agentic RAG Q&A system for JPMorgan Private Bank end users using SmartSDK on Google ADK, enabling scalable LLM workflows with integrated OpenTelemetry tracing, evaluation pipelines, and end-to-end observability for all LLM-driven operations.
- Led the design and execution of a large-scale LLM-driven RAG pipeline, supporting two key use cases in full production: advisor planning documents, and client service document-based Q&A. (In Production)
- People manager for four associates, providing technical guidance, goal setting, and career development support to drive individual growth and organizational impact.
Senior Software Developer and Founding Member
AUI Systems Pvt. Ltd.
Bengaluru
08.2019 - 05.2022
- Pushing the boundaries of AI to make machine understand humans. Responsible for developing the Symbolic AI based Natural Language Understanding technology. Leveraging our understanding of how a human thinks and replicate the same in machines. Going beyond what a traditional Statistical NLP can reach.
- Worked on end to end Development of NLU Application which takes unstructured data as input and converts it into structured data using Spring Boot Framework, MySql, MongoDB. Create REST API's, write efficient and scalable code. Integrate the system with third party applications using REST API's
- Co-inventor of two Patents filed by the company for the Symbolic AI technology
- Supervised the development of Knowledge creation application used internally for the creation of data which was build upon Spring boot Framework
Software Developer
Dataval Analytics
Bengaluru
08.2016 - 03.2019
- Worked on classification of crops in US using the satellite images using machine learning models like ANN, Random Forest. Processing of the downloaded images before feature extraction for the model. Language Used : Python
- Natural Language Understanding(NLU) - Working on using a non - neural network based approach to understand english language, trying to build an algorithm which understands english language through semantics and not just syntax. Built the application as a Java Application
Trainee Decision Scientist
Mu Sigma
Bengaluru
08.2015 - 08.2016
- Worked as a full stack developer on LAMP and WAMP stack to develop a public grievances portal for ICST
Education
Bachelor of Technology - Information And Communication Technology
DA-IICT
Gandhinagar06.2015
12th -
New Digamber Public School
Indore, M.P03.2011
10th -
New Digamber Public School
Indore, M.P03.2010
Skills
- Python
- RAG Pipeline
- LLM Agentic Frameworks
- Generative AI use cases
- Fast API Frameworks
- Project management
- Java
- Spring Boot
- MongoDB
- MySQL
- Basics of OrientDB
- Basics of HTML
- CSS
- Javascript
- Git
- Technical mentorship
- Problem solving
Hobbies and Interests
- Cricket
- Football
- Travelling
Awards
- JPMC - Asia PAC CEO Award for work done during the SVB Crisis
- JPMC- Impact Award for work done for QandA pipeline
Timeline
VP
JP Morgan Chase
07.2022 - Current
Senior Software Developer and Founding Member
AUI Systems Pvt. Ltd.
08.2019 - 05.2022
Software Developer
Dataval Analytics
08.2016 - 03.2019
Trainee Decision Scientist
Mu Sigma
08.2015 - 08.2016
Bachelor of Technology - Information And Communication Technology
DA-IICT
12th -
New Digamber Public School
10th -
New Digamber Public School