Welcome to my journey.
How growing up hacking on code, building robots, and shipping cloud apps turned into a focus on reliable AI-driven systems that real people actually use.
Experience & impact
A running log of work where I shipped production systems, learned how teams operate, and saw users interact with what I built.
Explore Digits — SDE Intern (LLMOps / Agent Platform)
2023 – Present · MCP, cloud infra, production LLM tooling- Built a Model Context Protocol server/client to plug LLM tools into internal workflows, containerized with Docker and deployed on AWS ECS/EC2 with RDS and CloudWatch SLO alerts.
- Shipped a Next.js/React admin frontend for IRB-approved CHIRP™ pediatric health studies with strict role-based access.
- Tuned analytics queries to cut report latency by ~40% while reducing infra cost.
UMBC ITE — Machine Learning & Sensing Research
2023 – 2025 · Robotics, CV/ML, time-series modeling- Prototyped Kalman-filter and sensor-fusion pipelines on RC platforms to harden estimators against cyber-physical attacks.
- Built Python/TensorFlow pipelines to surface early illness patterns from time-series breathing data.
Robotics & Embedded Systems
FTC Robotics · RC platforms · Arduino & Raspberry Pi- Developed tele-op and autonomous robot code in Java using TensorFlow/OpenCV for perception.
- Built drones and RC cars with Raspberry Pi, Arduino, C++, and Python—connecting hardware, control, and ML.
Platforms & Personal Work
Laamly · Cloud-Resume+ · Job Tracker · Adaptive Study Engine- Created production web apps using Next.js, serverless AWS, and LLMs to solve real problems—social, career, and education.
- Designed systems with metrics in mind: engagement, reliability, and time saved for users.
Education
Formal programs plus a lot of self-directed reading, building, and experimenting.
Georgia Institute of Technology
B.S. Computer Science · Threads: Intelligence & Information Internetworks- Focus on AI, machine learning, networking, and large-scale systems.
- Projects across data structures/algorithms, distributed systems, and applied AI.
Centennial High School
Howard County, MD · STEM & leadership- Led CAD, Web Development, and Tech Journal clubs; organized workshops and publications.
- Built early ML, robotics, and cloud projects that evolved into today's platforms.
Independent Learning
Always reading, prototyping, and shipping- Continuous work across AI/ML, distributed systems, and cloud architecture.
- Learning by building—from social platforms to study engines and health-tech dashboards.
Beyond the résumé
A few principles that shape how I show up on teams and in the work I choose.
How I think
Ship small, ship often, and let data decide. I like clear ownership, honest feedback, and documentation that survives turnover.
What I'm learning next
Scaling ML systems, inference-time optimizations, and better observability around AI features—latency, drift, and fairness.
Outside of code
Boxing, kickboxing, and community work around education and tech access. I care about using engineering to actually move people forward.
Let's connect
The fastest way to reach me is email, but I'm active on GitHub and LinkedIn too.