Uma Rajagopalan
ML/AI Engineer, Data Scientist
- Role
- Senior Data Scientist at Gordian
- Location
- Brooklyn, NY, US
- LinkedIn followers
- 500 followers
About Uma Rajagopalan
Hi, I am Uma, a Data Scientist with over 8 years of experience in machine learning, AI, LLMs, RAG, experimental design, advanced modeling techniques, and data-driven analytics. Modeling Expertise: AI search, LLMs, Recommender systems, customer segmentation, Incrementality, Market Basket Analysis, Marketing Mix Models Time Series Analysis, Random Forests Skills: Machine Learning, A/B Testing, Data Analysis, Python, PyTorch, Tensorflow, SQL, Statistics, Data Visualization, Algorithms, Java Software: Tableau, Databricks, Mode, Looker, S3, AWS, R, MATLAB In my free time, I like to travel, hike 🥾, and take care of my plants. Check out my Portfolio in the Featured Section
Experience
Senior Data Scientist
Mar 2024 — Present · New York, NY, US
Developed AI-powered search over construction catalogs to improve retrieval accuracy and answer quality. Led end-to-end development of an LLM-powered scope of work document generation system used by real construction teams to create proposals faster. Designed agentic AI workflows (RAG, tools/MCP, orchestration) to extract, reason over, and generate contractor-ready proposals from messy documents. Built scalable FastAPI microservices for AI workflows. Integrated Azure Service Bus, Dapr, and background workers for reliable event-driven AI pipelines. Created production-grade AI evaluation + model filtering pipelines to improve quality, latency, and reliability.
Education
Jawaharlal Nehru Technological University
Bachelor of Technology - BTech, Information Technology
San Francisco State University, Lam Family College of Business
Master of Science - MS, Business Analytics
Skills
- Servlets
- Html
- Web Service Development
- Sql
- Hibernate
- Soap
- Java
- Selenium Webdriver
- Javascriptmvc
- Microsoft Powerpoint
- Jquery
- Javaserver Pages (Jsp)
- Bootstrap
- Research
- Microsoft Word
- Selenium
- Spring Framework
- Microsoft Excel
- Powerpoint
- Customer Service
- Spring Mvc
- Microsoft Office
- Java Database Connectivity (Jdbc)
- Representational State Transfer (Rest)
- Cascading Style Sheets (Css)
- Public Speaking
- C
- Project Management
- Test Automation
- Selenium Testing
- Leadership
- Management
- Javascript
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