Upasna Menon

- Experienced in designing and deploying Retrieval-Augmented Generation (RAG) pipelines that combine LLM capabilities with vector search to deliver highly relevant, context-specific results. -Speech Transcription for Corporate Earnings Calls using Open AI Whisper for speech to text and GPT4.0. - Expertise in Generative AI for structured data extraction from PDFs using Weaviate Vector DB for semantic search, and leveraging OpenAI GPT-3.5 for NLP tasks. - Architected & developed distributed solutions in Java & Python for automating Data Collection processes by developing low latency, highly performant APIs and Microservices. - Deployed these solutions using services in the AWS ecosystem using API Gateway, EC2, ECS Clusters, Lambda, Load Balancers, Route 53, Step Functions, Elastic Cache, Redis and RDS services. Handled infrastructure deployment using Terraform and AWS CDK.

Morningstar Data Collections AI Research and Development - automating data collection Technology Stack : * Python * Java * AWS Services: AWS Lambda, DynamoDB, RDS, EC2, API Gateway, Step Functions, AWS Batch, Quicksight, Cloudwatch, CLoudFormation, AWS CDK * Infrastructure as Code (IaC) using AWS CDK (Cloud Development Kit) scripts * Build and Architect scalable systems

• Full stack development engineer Technology stack : * Vue JS * JavaScript * Node JS * TypeScript * C# * CI/CD * Release Engineering • Front-end development engineer (June 2017 - June 2018) : Technology stack : * Ember JS * Javascript * Node JS * TDD

* Developed reports and dashboards using SAP Business Objects on clinical and operational metrics for different UI Health departments containing PHI. * Improved the run time performance of reports from 1 day to 1 hour by fine tuning the database. * Analyzed requirements, developed queries and scripts in SQL / Oracle using SAP Query Builder to retrieve Protected Health Information from the hospital database. * Encapsulated frequently used SQL statements into stored procedures thereby reducing package execution time.

Coursework : Computer Algorithms , Object Oriented Languages and Environments , Database Systems, Distributed Systems , Data Science , Mobile App Development , Computer Systems Security.

* Data Analytics and ETL using SAP BO/ BI .

* Assisted in preparing course materials for students and was in charge of Grading and handling queries regarding the subject.