Software Engineer and AI/ML Engineer with a completed Master's in Computer Science (GPA 4.0) from the University of South Dakota. Specializes in RAG pipelines, agentic AI systems, distributed backend architecture, and full-stack product engineering from HIPAA-compliant clinical tools to microservices handling 100k+ concurrent users.
| Governor's Giant Vision 2026 | NSF Great Plains I-Corps | GitHub Pull Shark | GitHub Quickdraw |
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| Finalist · DentiMap AI Dental Screening Platform | Participant · AI Commercialization and Market Validation | Merged PRs across multiple repositories | Closed issues and PRs at speed |
🧠 CARACorrective Adaptive Retrieval Architecture Self-correcting RAG implementing CRAG + Self-RAG patterns. Grades retrieved docs, rewrites failed queries, detects hallucinations, and streams the full reasoning trace to a real-time audit UI via SSE. Cohere reranking + pgvector cosine search.
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🤖 BizBotSelf-Configuring AI Receptionist Drop-in AI receptionist that ingests business data via RAG and integrates into any website with a single script tag. Full Docker Compose + Turborepo monorepo architecture.
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Automated LLM-Powered PR Reviews Listens for GitHub PR webhooks, verifies via HMAC, queues with BullMQ + Redis, routes diffs to LLMs for security and logic review. Posts inline GitHub comments with Slack and email notifications plus an analytics dashboard tracking vulnerability scores.
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🦷 DentiMap · Governor's Finalist 🏆AI Clinical Diagnostic Platform HIPAA-compliant dental screening tool with RAG pipelines and GPT-4 vision. Next.js frontend handling protected health information with real-time AI feedback. Reduced manual interpretation time by ~60%. AWS Lambda + S3 for serverless image ingestion.
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🧭 KortexAutonomous Agentic Knowledge System Transforms LLMs into local intelligence officers via Model Context Protocol (MCP). Full-text search over private research entries and unstructured files with advanced reasoning elicitation using Gemini APIs.
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BM25 + Dense Vector Search · Deployed on HuggingFace Searches 20,000+ academic articles using sparse BM25 + dense SentenceTransformers with Reciprocal Rank Fusion. Improved top result relevance by 15%+. Interactive alpha-weight tuning via Streamlit.
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| Project | Organization | Description |
|---|---|---|
| agent-governance-toolkit | Microsoft | Runtime governance for AI agents covering policy enforcement, zero-trust identity (Ed25519 + ML-DSA-65), execution sandboxing, and SRE tooling. Covers all 10 OWASP Agentic Top 10 risks across Python, TypeScript, .NET, Rust and Go. |
| Hybrid Information Retrieval | HuggingFace | BM25 + dense vector retrieval app deployed on HuggingFace Spaces over 20,000+ articles with Reciprocal Rank Fusion and interactive Streamlit UI. |
| Article | Published |
|---|---|
| When APIs Go Dark: Dockerized Uptime Monitor with Discord Alerts and CI/CD | Sep 2025 |
| Dockerized Flask API and GitHub Actions with CI/CD (with Colima on Mac) | Sep 2025 |
Graduate Research Assistant · University of South Dakota · Aug 2024 – May 2026
▸ Shipped the production frontend for DentiMap (Governor's Giant Vision Finalist) in Next.js under HIPAA compliance; reduced manual interpretation time by ~60%
▸ Designed event-driven serverless pipelines on AWS Lambda + S3 automating 5 stages of medical image ingestion, increasing throughput by 40%
▸ Built a hybrid BM25 + semantic search system over 10,000+ academic papers; reduced literature review time from days to under one hour
▸ Integrated GPT-4 API for plain-language diagnostic summaries, expanding DentiMap's usable audience by ~3×
▸ Optimized React clinical dashboards via virtualized lists, memoization, and lazy-loaded charts; Lighthouse score from 54 → 91, page load from 4.2s → 1.1s
▸ Implemented self-correcting RAG workflows (CARA) with LangGraph, autonomous query rewriting, and hallucination detection
Software Engineer · Delta V Logics & Solutions · Apr 2023 – Aug 2024
▸ Architected a full ordering platform for the Colorado restaurant market with Next.js + TypeScript; Stripe PCI-compliant checkout handling thousands of daily transactions
▸ Built a custom Printer API via direct TCP/IP hardware communication, eliminating third-party middleware and per-transaction fees
▸ Engineered FastAPI microservices with PostgreSQL + Redis caching sustaining 100,000+ concurrent users at 99.9% uptime
▸ Built internal RAG copilots using Azure OpenAI APIs, improving operational efficiency by 25% and model output precision by 20%
▸ Reduced deployment time by 40% via GitHub Actions + Docker CI/CD; boosted reliability 35% through comprehensive PyTest suites
Software Engineer · Code Himalaya Pvt. Ltd. · Jul 2022 – Apr 2023
▸ Built cross-platform web and mobile applications with Next.js + Flutter; reduced crash rates by 50% through unified component architecture
▸ Integrated NLP-based chatbots into mobile and web apps, increasing customer support automation by 35%
▸ Architected Riverpod + Bloc mobile state management enabling real-time UI updates for complex enterprise interactions
▸ Built and integrated RESTful APIs with Firebase + SQL backends sustaining 99.9% uptime in production
| Degree | Institution | Result |
|---|---|---|
| M.S. Computer Science | University of South Dakota, Vermillion, SD | GPA 4.0 / 4.0 |
| B.S. Computer Science & Software Engineering | University of Bedfordshire, Luton, UK | First Class Honours |
