Let's build something electrifying.

Vse-Vse: circuits, code, and everything in between.

Who I am

"I'm an Electrical & Mechanical Engineering student building across hardware, iOS (Swift), web3 (Solidity), the web (Next.js), and AI agents (MCP servers). I love local-first AI and learning new skills until I can answer any question. Vse-Vse."

What I do

All the achievements and projects that came to mind.

1. Leading

I love guiding people toward a shared goal. For me, leadership means inspiring optimism, staying organized, and helping ideas grow from vision to reality. I bring structure to creativity and energy to every project I’m part of.

2. Automation

I automate everything - from workflows and data pipelines to physical robotics. Using tools like n8n, AI, and smart systems, I turn repetitive tasks into seamless processes that save time and open space for real innovation.

3. Code

I treat code like a universal tool - a way to build anything I imagine. I learn new languages fast, adapting to any stack or logic system until it feels natural. My focus is on creating elegant, efficient solutions that make technology feel simple.

4. Circuits

I love to build and experiment with hardware that moves and reacts. Designing motor systems, connecting sensors, and integrating code with circuits is where digital logic meets physical motion - and that intersection always inspires me.

Current Work

Teasing breadth, not dumping details. Each card uses an "In progress" ribbon and a 3D slot for future models.

In Progress

AI Agents (MCP)

Local-first agents with tool-use discipline.

TypeScript/NodeMCPLocal LLMs

Demo & write-up coming soon.

In Progress

Hardware + Local AI

Edge inference on tiny boards.

PCBRaspberry PiFPGA

Hardware demos coming soon.

In Progress

Swift Apps

iOS utilities that actually ship.

SwiftSwiftUI

App Store links coming soon.

In Progress

Next.js Web

Pragmatic full-stack with clean DX.

Next.jsPrismaEdge

Live demos coming soon.

Highlights & Achievements

Professional milestones and measurable impact.

Student Council President

Led an 8-member team → increased student engagement by 40%, organized 8 events with over 800 attendees in total, and secured $1,500 in funding for campus improvements.

Competitions & Awards

  • • Full-tuition merit-based scholarship recipient. Awarded for academic excellence and leadership potential, covering the full duration of study.
  • • AP Scholar with Distinction - Recognized for outstanding performance in 5 Advanced Placement courses, all completed with top scores.

Experience

Automation Developer · Self-Initiated Project

Built AI-driven workflows using n8n and MCP servers to automate digital tasks and data processing.

Hardware & Robotics Designer · Independent Work

Developed motor control circuits and IoT devices integrating Python logic with real-world sensors and systems.

Selected Projects

Detail pages with expandable templates. Each project shows impact, stack, and metrics.

Smart Fridge Security System

Helped reduce late night snacks by 90%

Role: Full-stack Developer & Hardware Designer

Stack

Raspberry PiMachine LearningPythonOpenCVLinux

Key Metrics

90%
Decrease in night snacks
95%
Success rate
<50ms
Response Time

Meta glasses face-recognition

Created compact smart glasses capable of recognizing faces in real time

Role: AI Engineer & Systems Architect

Stack

Machine LearningPythonOpenCV

Key Metrics

15 minutes
Duration
65%
Success Rate
LinkedIn, instagram
Information scraped from

Latest breaking news scraper

Continiuously monitors and scrapes breaking news from multiple sources

Role: Full-stack Developer

Stack

n8nTelegram BotRest APIDockerMCP Server

Key Metrics

96+ hours
Time saved
<2%
Missed important news
<0.1%
Crash rate

Real-world AI agent

Smart home assistant that automates daily tasks

Role: Full-stack Developer & Hardware Designer

Stack

Raspberry PiPythonDockerMCP ServerPostgreSQL

Key Metrics

99.8%
Uptime
<100ms
Latency
Web, calendar, notes
Tools

More projects coming soon...

Notes / Playbook

Short, useful posts that signal depth. Keep them skimmable.

Running Local LLMs on SBCs

8 min read

Complete guide to deploying large language models on single-board computers. Covers optimization techniques, memory management, and real-world performance benchmarks.

AIHardwareOptimization

Anatomy of an MCP Tool

12 min read

Deep dive into Model Context Protocol tools. Learn how to build reliable, composable AI agents with proper error handling and state management.

MCPAI AgentsArchitecture

Swift + CoreML Notes

6 min read

Pragmatic approaches to integrating machine learning in iOS apps. From model conversion to performance optimization and user experience considerations.

SwiftCoreMLiOS

Toolbox

Signal your breadth with quick stance blurbs.

EE/ME

FreeCad
SolidWorks
MATLAB
Blender

AI

PyTorch
ONNX
llama.cpp
MCP Servers

iOS

Swift
SwiftUI

Web3

Solidity
Hardhat

Web

Next.js
React
TypeScript
Tailwind

Interesting

Unreal Engine
Blender
Adobe Premiere
n8n

DevOps

Docker
GitHub Actions
Linux

Essential

Coffee (L1 cache)

Let's build something electrifying

Available for internships, research, and collaborations.

Always excited to discuss new projects and opportunities.