Ramchandra Chawla
Data Scientist and AI Engineer building intelligent systems from data.
M.S. Data Science and Business Analytics · Graduate TA, Machine Learning · UNC Charlotte
- Operational records analyzed at UBS
- 100K+
- Power BI dashboards shipped
- 6
- Students supported as a TA
- 55+
- Hackathon projects built
- 4
- Projects and research
- 17
Featured Work
About Me
I'm a Data Analyst with a B.S. in Computer Science (AI, Robotics, and Gaming) from the University of North Carolina at Charlotte, completed in May 2026. I'm now pursuing an M.S. in Data Science and Business Analytics and, as of Fall 2026, a Graduate Certificate in Artificial Intelligence Systems Development.
I currently serve as a Graduate Teaching Assistant for ITCS 6156/8156 Machine Learning, the graduate-level course, after a year as a TA for ITCS 3156 Intro to Machine Learning, where I supported 55+ students.
This past summer I was a Data Science Intern on UNC Health's Enterprise Analytics and Data Services team, building an AI-assisted workflow with Azure OpenAI, Microsoft Fabric, and Azure Databricks that classifies hospital discharge barriers from unstructured clinical notes. Before that, as a Data Analyst Intern at UBS, I analyzed 100,000+ operational records with SQL and Excel, built 6 Power BI dashboards for infrastructure cost optimization, and resolved data quality issues across 5 internal systems.
Outside of work, I build multi-agent AI systems, full-stack analytics tools, and hackathon projects with Python, TypeScript, FastAPI, and modern LLM APIs.
Currently
- Building
- Nexus, insider trading network detection
- Researching
- LLM evaluation and privacy
- Studying
- M.S. DSBA and Graduate Certificate in AI Systems Development
- Teaching
- ITCS 6156/8156 Machine Learning
Open to opportunities in
AI and Intelligent Systems
Multi-Agent AI
Specialist agents that analyze independently, debate, and surface disagreement.
- Prodrome
- Sentinel
- STRATA
LLM Applications
Production-minded LLM workflows with deterministic checks around the model.
- UNC Health discharge barriers
- ProDraft AI
- ProofPulse
Machine Learning Systems
Interpretable models, feature pipelines, and real-time scoring.
- CollapseOS
- PitchIQ
- AI Financial Planner
Research
Empirical evaluation of privacy, security, and efficiency in modern models.
- PETAL vs. VaultGemma
- Lightweight Skeleton Transformer
Experience
- 2022Wake TechAssociate in Engineering and Science
- 2024UNC CharlotteB.S. Computer Science, AI track
- 2025UBSData Analyst Intern
- 2025M.S. DSBA + TAITCS 3156 Intro to ML
- 2026UNC HealthData Science Intern
- 2026Graduate ML TAITCS 6156/8156 + AI Certificate
Graduate Teaching Assistant, ITCS 6156/8156 Machine LearningCurrent
Aug. 2026 – PresentUniversity of North Carolina at Charlotte
Charlotte, NC
- Supporting the graduate-level Machine Learning course by grading labs, assignments, and quizzes, with clear feedback on model implementation and evaluation.
- Tracking submissions, managing deadlines, and keeping the gradebook accurate while flagging student concerns to the instructor.
Data Science Intern
May 2026 – Sept. 2026UNC Health – Enterprise Analytics and Data Services (EADS)
Morrisville, NC
- Designed an AI-assisted workflow using Azure OpenAI to classify hospital discharge barriers from unstructured clinical documentation, supporting initiatives to reduce medically unnecessary hospital days.
- Developed and refined prompt engineering strategies through iterative testing and collaboration with physicians, clinicians, and data scientists to improve classification consistency and clinical relevance.
- Built a classification pipeline with Microsoft Fabric, Azure Databricks, and Azure OpenAI to generate structured discharge barrier labels and confidence scores from free-text clinical notes while evaluating deployment and validation requirements.
Graduate Teaching Assistant, ITCS 3156 Intro to Machine Learning
Sept. 2025 – May 2026University of North Carolina at Charlotte
Charlotte, NC
- Supported grading for 55+ students by evaluating labs and quizzes, tracking performance trends, and communicating concerns to the instructor.
- Managed weekly assignments by tracking submissions, enforcing deadlines, and maintaining an accurate gradebook.
Data Analyst Intern
June 2025 – Aug. 2025UBS Solutions US LLC
Raleigh, NC
- Analyzed 100,000+ operational records using SQL and Excel to support infrastructure provisioning and decommissioning processes, improving reporting accuracy and operational visibility.
- Developed 6 Power BI dashboards to identify weekday-versus-weekend utilization trends and support infrastructure cost optimization discussions.
- Reconciled data across 5 internal systems and resolved 10+ data quality and reporting issues through root-cause analysis, process improvements, and documentation of sustainable solutions.
Student Ambassador
Aug. 2023 – May 2024Wake Technical Community College
Raleigh, NC
- Planned and facilitated events, orientations, and campus tours to welcome and engage new students.
- Acted as a resource and liaison by addressing student concerns and connecting students to academic and support services.
- Promoted collaboration and inclusivity through effective communication and leadership in diverse campus initiatives.
Hackathons
HooHacks 2026 · University of Virginia
STRATA: Sustainability Intelligence Platform
March 2026A dual-mode platform where five Gemini 2.5 Flash agents debate in real time to decide whether a neighborhood or company is actually improving on sustainability or just performing it.
With Mahika Kalra, Sahith C, and Ashutosh Modi
Hacklytics 2026 · Georgia Tech · Sports Analytics Track
CollapseOS: Soccer Momentum Collapse Prediction
February 2026A real-time engine trained on FIFA World Cup and international tournament data that scores collapse risk minute by minute and warns coaches up to 12 minutes before momentum is lost.
With Mahika Kalra, Srinivas Dengle, and Ashutosh Modi
All Projects
Simple Expense Tracker
February 2026 – May 2026A Java Swing desktop app for tracking personal expenses, with CSV storage, automatic spending calculations, and category summaries.
Research
Evaluating PETAL Against a Differentially Private LLM
March 2026 – May 2026The first empirical evaluation of PETAL, a label-only membership inference attack, against VaultGemma, the only publicly available differentially private pre-trained LLM.
Lightweight Transformer for Skeleton Based Action Recognition
August 2025 – December 2025Reproduced and extended a unified spatial temporal attention transformer for NTU RGB+D 60 action recognition, written up as an academic-style paper.
Technical Skills
Core
- Python
- SQL
- TypeScript
- JavaScript
AI / ML
- PyTorch
- scikit-learn
- LangGraph
- LangChain
- Azure OpenAI
- Gemini
- RAG
Data
- pandas
- NumPy
- Power BI
- Microsoft Fabric
- Azure Databricks
- MySQL
Engineering
- FastAPI
- React
- Next.js
- Supabase
- Docker
- GitHub Actions
Also familiar with
Education
Master of Science in Data Science and Business Analytics
University of North Carolina at Charlotte
Charlotte, NC
Honors and Activities:
Graduate Certificate in Artificial Intelligence Systems Development
University of North Carolina at Charlotte
Charlotte, NC
Bachelor of Science in Computer Science
Concentration: AI, Robotics, and Gaming
University of North Carolina at Charlotte
Charlotte, NC
Honors and Activities:
Associate in Engineering and Associate in Science
Wake Technical Community College
Raleigh, NC
Honors and Activities:
Open Source and Code
Recently pushed
Volunteer Experience
Volunteer
Sept. 2018 – PresentISKCON New Goloka
Hillsborough, NC
- Supported lesson planning and activity coordination for the Sunday school program.
- Helped produce stage performances by assisting with scripts, music, lighting, sound, and props.
- Managed outreach tasks including social media posting and event promotion.
Volunteer
Nov. 2023 – Jan. 2024Create Hope
Raleigh, NC
- Collected clothing, shoes, and books for holiday donation drives through door to door outreach.
- Sorted and packaged donated items for distribution to local families.
- Promoted community involvement in seasonal giving initiatives.
Resume
A one-page overview of my experience at UBS, my teaching roles, education, projects, and technical skills.
Download Resume (PDF)