Sristi Sharma
Bangalore,Karnataka
Summary
Proactive and Goal Oriented Software Engineer at JP Morgan Chase with expertise in scalable backend systems, API optimization, and AI/ML pipelines. Delivered measurable impact: reduced query times by 40%, improved ML accuracy to 95%, and ensured 99%+ system uptime. AWS Certified Cloud Practitioner and award-winning innovator at JPMC AI Hackathon and Global Innovation Hackathon.
Seeking new opportunities to leverage these skills in the field of AI and Data, aiming to make meaningful impact.
Overview
2
2
years of professional experience
1
1
Certification
Work History
Software Engineer
JPMorgan Chase & Co.
08.2023 - Current
- AI/ML & Data Pipelines: Built and maintained applications for Client Qualification in Digital Banking Experience using Retrieval-Augmented Generation (RAG), achieving 90% accuracy. Integrated in-house LLM API, raising accuracy from 79% to 90–95%.
- API & Database Optimization: Enhanced 11 APIs in the EDH Data Warehouse Extractor Service to expand data fields and leveraged advanced SQL optimizations (indexing, paging, caching), cutting large query times by 30–40%.
- Client Experience & Anomaly Detection: Developed a hybrid supervised and unsupervised anomaly detection models (F1 up to 0.92) and transparent API design for deviated transaction flagging to enhance client experience by providing insights. Implemented end-to-end pipelines in Databricks.
- System Reliability & Client Qualifier Service: Maintained 99%+ uptime by proactively resolving issues and modernizing error handling. Implemented on-demand configuration updates using AWS S3, automated file access, and integrated new Drools rules to support the Chase Bank Profiler & Client Qualifier Service.
- Collaborated with management, internal and development partners regarding software application design status and project progress.
- Consistently met project deadlines by effectively managing time and prioritizing tasks according to importance.
Education
B.Eng. - Information Technology
Vivekanand Education Society’s Institute of Technology
Mumbai05.2023
Skills
- Programming: Java, Python, SQL, TypeScript
- Frameworks/Tools: Proficient in Spring Boot, Nodejs, Docker, Kubernetes, Jenkins, Git, Jira, Databricks,
- Databases: PostgreSQL, MongoDB
- Cloud: AWS (EC2, S3, Lambda), Terraform
- AI/ML: LLM, RAG, Neural Networks, NLP, PyTorch, Hugging Face, Scikit-learn, Pandas, NumPy
Certification
- AWS Certified Cloud Practitioner – Score: 854
- JPMC Individual - Stellar Achievement – Awarded in recognition of outstanding contribution to the Digital Payments Domain Services - Data & Analytics Function in CIB Payments Technology.
- JPMC India AI Hackathon (2025) – First Runner-Up to Automate Role-Based Authorization Control.
- Bangalore Global Innovation Hackathon (2025) – Ranked 7th out of 400+ teams from Bangalore Location.
Timeline
Software Engineer
JPMorgan Chase & Co.
08.2023 - Current
B.Eng. - Information Technology
Vivekanand Education Society’s Institute of Technology
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