PDF → Excel in Microsoft Teams
- Problem
- Staff spent hours typing data from PDFs into Excel by hand.
- What I built
- A Teams workflow: drop the PDFs in a folder, get a clean, readable spreadsheet back.
- Result
- 6 hours → 1 minute
Sowmith Kuppa · AI automation engineer
I build AI that does the busywork.
I help teams automate the repetitive work eating their week, with AI workflows, agents and document search that keep running after launch.
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01 / Sound familiar?
Your team is losing hours to work a machine could do.
Processes that need someone to move information from one tool to the next. Requests that sit in a queue until a person has time. Answers that exist somewhere in your documents, if anyone can find them. Models that work in a notebook and never reach production. Hours go into all of it, and your team has better things to do.
02 / How we'd work together
You bring the problem. I'll build the solution.
You don't need to know what's possible with AI before we talk. Finding the right fix is my job, and every project follows the same simple path.
- Free 30-min review. We find where your team's hours go.
- Proposal. What I'd build, with a clear scope, price and timeline.
- Build. Inside the tools you already use, with check-ins along the way.
- Handover & support. It runs, it's monitored, and your team knows how to use it.
03 / What I can build for you
Hours become minutes.
Then it just runs. Here's what I can build, whether you need it delivered as a project or want me as an engineer on your team.
- AI workflow automationDocument processing, data entry, reporting and hand-offs between tools.
- Set up AI agents & assistantsAgents that answer questions, triage requests and take actions across your systems.
- Search over your knowledgeAsk your docs, wikis and records a question and get a sourced answer.
- Production ML & MLOpsDeploying, monitoring and scaling models on Kubernetes, GCP and AWS.
04 / Selected work
Problems I've solved.
MedSim, virtual patient simulator
- Problem
- Medical students rarely get enough practice talking to patients in a second language.
- What I built
- AI virtual patients students can practice with, plus an engine that evaluates each session. Hybrid RAG on GCP with Vertex AI and Gemini 2.5 Pro.
- Result
- Helping medical students become bilingual clinicians
Manuscript, an agent for internal docs
- Problem
- Answers were buried across a team's internal documentation.
- What I built
- An AI agent that searches the docs, retrieves the right passages and answers in plain English.
- Result
- Ask a question, get the answer with its source
More projects
Clinical-CopilotRAG assistant for clinical decisions (opens in a new tab) AI-monitoringML monitoring on Kubeflow (opens in a new tab) TransgaurdReal-time fraud detection (opens in a new tab)Tools I work with: Python, PyTorch, RAG, agentic AI, Kubernetes, Terraform, Docker, GCP, AWS, Vertex AI, Prometheus, Grafana.
05 / About me
Years of keeping systems running. Now I build AI on top of them.
I spent years in IT consulting and systems administration before an M.Sc. in machine learning. So the things I build are designed to run every day, securely, without someone babysitting them. I currently build automation tools for health data systems at EVMS/ODU.
CKA
Certified Kubernetes AdministratorThe Linux Foundation · CNCF
M.Sc
M.Sc. Computer ScienceOld Dominion University
06 / Also
I build sites like this one.
You're scrolling one right now: a generated character, a scroll-driven story and smooth motion that still loads fast on a phone. If your product deserves a page people remember, I can build it.
Scroll-driven video · Motion design · Fast on any device
07 / Let's talk