I am a multidisciplinary Computer Engineer who thrives at the intersection of Artificial Intelligence, Embedded Systems, and Simulation.

I utilize Agentic Workflows (Planner-Verifier architectures) and Open Source LLMs (Llama 3, Mistral) to build autonomous systems. From reverse-engineering CANBUS protocols to creating Digital Twins, I build end-to-end solutions.

class Engineer:
    def __init__(self):
        self.handle = "104bit"
        self.domains = ["Agentic AI", "Digital Twin", "Cybersecurity"]
        self.stack = {
            "Models": ["Llama 3", "Mistral", "Groq Cloud"],
            "Sim": ["Blender 3D", "Physics Simulation"],
            "ML": ["TensorFlow", "Scikit-Learn"]
        }

    def build_future(self):
        return "System Online."

AI Agents & LLMs

Simulation & Embedded

Machine Learning & Data

Engineering

Vehicle Data Analysis & Visualization Reverse-engineered vehicle CANBUS protocols to identify and map critical sensor IDs. Analyzed real-time telemetry data and reconstructed the vehicle's physical behavior using Blender 3D physics simulations (Digital Twin).

Natural Language to Database Interface An autonomous system that translates questions into SQL queries. Uses a Planner-Coder-Verifier architecture via OpenRouter (Mistral) to ensure query accuracy and safety before execution.

Computer Vision & Deep Learning Developed a TensorFlow model to detect anomalies in retinal fundus images, aiding in automated medical diagnosis.

Multi-Agent Etsy Optimizer A "Chain-of-Thought" engine powered by Groq (Llama 3). Orchestrates specialized agents (Vision Agent, Spy Agent, Writer) to analyze product images and generate SEO strategies with a draft-critique loop.