Industry
A selection of software engineering and ML projects & experiences.
SQL Retrieval Agent
Rocket Software (2025)
Develop proof-of-concept few-shot LLM prompting framework to translate natural language queries into executable SQL, integrating regex-based syntax validation, enhancing table-based document retrieval and question answering.
SAS Code Translation Agent
Rocket Software (2025)
- Augment state-of-the-art AI Code Assistant tools to create a novel LLM-powered SAS to python IT chain management code translation tool.
- Build and integrate Retrieval and Action (ReAct) agent for SAS code analysis and equivalent python architecture generation to guide agentic translation pipeline.
Upskilling the Workplace with AI Skills
Rocket Software (2025)
- Create week long lecture series and corresponding interactive educational material for both company internship program and company-wide audience aimed at providing general overview of GenAI and focusing on how to use AI to optimize one's workday.
- Collaborates with educational team and delivers lecture series, focusing on understanding LLMs at a conceptual level and mastering techniques such as prompt engineering, model tuning, workflow building, and AI-assisted coding.
Smart Scrum Master - 2025 Rocket.Build Hackathon Innovation Winner
Rocket Software (2025)
- Create an LLM-powered application that interfaces with daily Atlassian developer tools to optimize agile scrum rituals aimed to organize, augment, and track team workload, progress, and velocity.
- Qualified for 2025 Rocket Build Hackathon Finals, competed at Waltham HQ to build a final project to present to company Executive Leadership Team.
- Won "Most Innovative" award at Rocket Build, currently working with company leadership to productionize project as deployable internal tool for company-wide workflow optimizations.
- Project served as a foundation for AI-focused workflow optimizations and developer enablement trainings implemented over the following six months.
RAG Citation Generator
Rocket Software (2024)
Design and implement novel Large Language Model Citation Generator using multi-Gaussian clustering algorithms and dynamic content similarity techniques, yielding 80% more relevant document references for production-grade RAG model.
Aspera API Test Integration
IBM (2023)
- Scripted in Ruby to automate API endpoint testing for entire IBM Aspera on Cloud Workflows App designed to automate workflows of global content transfer and exchange across on-premises and multi-cloud environments.
- Developed and documented comprehensive automated regression framework with 780+ API tests covering all endpoints.
- Identified 15+ critical issues and bugs on live production server, communicated with developers to determine ideal expected behavior, and raised issues in project management tools to expertly report relevant failure details.
- Executed full development cycle to outline and implement API Endpoint Test Controller for collaborative QA repository.
MultiValue Experience Unit Test Coverage
Rocket Software (2022)
- Launched project to build a foundational framework for Unit Tests integrating external Object-Oriented Programming libraries for Mocking and Line Coverage analysis.
- Achieved over 30% Line Coverage in live code case, surpassing initial annual Objective and Key Result goal of 10% and identifying multiple redundant external dependencies.