SAHARSH YASHLAHA
Bengaluru
Summary
Dynamic technology leader with extensive experience at JP Morgan Chase, specializing in LLM-driven RAG pipelines and AI advancements. Proven innovator with a track record of enhancing systems through expertise in Java and Spring Boot. Known for strong problem-solving skills and a collaborative approach, consistently delivering impactful solutions in high-stakes environments. Committed to driving technological excellence and fostering innovation within teams to achieve strategic objectives.
Overview
10
10
years of professional experience
1
1
Certification
Work History
VP
JP Morgan Chase
07.2022 - Current
- Led the design and execution of a large-scale LLM-driven RAG pipeline in production, powering advisor planning documents and client service document-based Q&A use cases; investigated agentic frameworks to extend pipeline applicability across diverse business needs.
- Oversaw the development of all GPT-driven, content-based solutions within the team, including identifying business deliverables, scoping tasks, and driving end-to-end development from ideation to deployment.
- Currently manage and mentor a team of 4 employees, aligning individual growth with organizational goals, evaluating performance, and providing coaching to enhance both technical and professional development.
- Volunteered to drive adoption of developer efficiency tools built by a sub-team, championing best practices and enabling broader organizational productivity improvements.
Senior Software Developer and Founding Member
AUI Systems Pvt. Ltd.
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
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
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
06.2015
12th - undefined
New Digamber Public School
Indore, M.P03.2011
10th - undefined
New Digamber Public School
Indore, M.P03.2010
Skills
- Python
- Application of generative AI
- MongoDB
- Basics of HTML
- Git
- RAG Pipeline
- Java
- MySQL
- CSS
- LLM Agentic Frameworks
- Spring Boot
- Basics of OrientDB
- Javascript
Certification
AWS Certified Cloud Practitioner
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
12th - undefined
New Digamber Public School
10th - undefined
New Digamber Public School
Bachelor of Technology - Information And Communication Technology
DA-IICT
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