B.S. Computer Science, University of Arizona '26 · Tucson, AZ
Hi, I'm Advik. I'm a forward deployed engineer who ships AI systems into real customer workflows.
At RevenueStream AI I lead a team of three and work directly with client billing teams, turning their workflows into fully automated healthcare claims systems with alerting, guardrails, and fallback protocols. They've submitted 2,000+ claims totaling $6M+ billed. I graduated in May 2026 and I'm looking for full-time forward deployed engineering roles.
Work
Shipping alongside customers, founders, and researchers.
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Aug 2026 — now
Forward Deployed Engineer & Team Lead
RevenueStream AI (American Medical Compliance)
- Embedded with client billing teams: I work with billers directly to resolve denials and data issues, and lead a team of three engineers.
- Deployed a Python claims pipeline on AWS EC2 that turns each client's EHR extracts into 837P/837I transactions and submits them through Availity, with PHI isolated per client. 2,000+ claims, $6M+ billed.
- Designed the alerting, guardrails, and fallback protocols that keep every pipeline fully automated, plus a claims ledger that blocks duplicate submissions. Payers accepted 92% of acknowledged claims.
- Built a routing layer that picks Availity batch, SOAP, or REST per payer, and a voice support agent with ElevenLabs and Twilio.
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Jan — May 2026
AI Automation Engineer
RevenueStream AI (American Medical Compliance)
- Stood up client-facing infrastructure: SFTP intake and admin portal servers on AWS Lightsail, hardened with two firewall layers and per-client SSH keys.
- Migrated eligibility and claim status pipelines to a production clearinghouse API and ran checks on 3,443 patient records across five major payers.
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Oct 2025 — May 2026
Founding Engineer
SkillfullyAware (SAAQ)
- Worked directly with the founders, psychologists, and designers to turn behavioral frameworks into product features.
- Built the Python backend and React frontend for an AI coaching platform that turns psychologist-scored assessments into personalized leadership insights.
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Aug 2025 — May 2026
Undergraduate Research Intern
Dept. of ECE, University of Arizona
- Fixed motion capture defects that skewed surgical performance scores in CAST III, a laparoscopic surgery simulator.
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Jan — May 2025
Undergraduate Teaching Assistant
Dept. of CS, University of Arizona
- Supported 40+ students in computer architecture.
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Nov 2021 — Jan 2022
Software Engineering Intern
Unbox Innovations
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May — Aug 2021
Machine Learning Intern
AI Educator
Projects
Things I've shipped for hackathons, classes, and myself.
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01
GitHub ↗
Secura
An agent that runs Bandit and Semgrep on a repo, pulls relevant code context from a FAISS index, and opens pull requests with drafted fixes.
Python · LangChain · FAISS · Bandit · Semgrep · GitHub API
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02
GitHub ↗
BiasXRay
A dashboard and Chrome extension that use Gemini to flag possible bias and hallucinations in text for inline review.
Next.js · TypeScript · Firebase · Google Gemini
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03
OneLiner Reddit Hackathon
A full-stack Reddit app, built for 1,000+ potential users.
Express.js · Redis · React 19 · Tailwind CSS
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04
GitHub ↗
Automated Sexism Detection
End-to-end ML pipeline that classifies sexist content in online text, aimed at real-world moderation.
ML pipeline · NLP
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05
GitHub ↗
Personal Finance Assistant
Budgeting desktop app with CSV import/export, built and tested with a team of four.
Java Swing · JUnit
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06
GitHub ↗
Pet Cafe Information System
Two-tier database system with a Java client for full CRUD workflows and operational reports.
Oracle · JDBC · SQL
Toolbox
What I reach for most.
Languages
Python, TypeScript, JavaScript, SQL, Java
AI & automation
Claude, Anthropic API, cron automations, LangChain, FAISS, RAG, ElevenLabs, Twilio, n8n
Web & data
React, Next.js, Node.js, Express.js, REST APIs, OAuth2, Webhooks, SOAP, batch transactions, PostgreSQL
Infrastructure
AWS (EC2, Lightsail, Lambda, S3), Docker, Linux, SFTP, Git, GitHub Actions
Healthcare
X12 EDI (837P, 837I, 270/271, 276/277CA, 278), Availity, revenue cycle management, HIPAA
Say hello:)
I'm looking for full-time forward deployed engineering roles, where I can work directly with customers and own a system all the way to production. Email is the fastest way to reach me.