Built an autonomous agent swarm using Hermes to create a helpful orchestrator that utilizes agentic AI to ship any feature end to end with a single prompt — integrated with home automation for seamless smart home management

Vibecoded an entire automated job search platform using state of the art techniques for orchestrating multi agent systems to build an end to end product with selfhosting capabilties to easy the job search process by automating all the steps using AI agents

Architected highly available NixOS-based homelab cluster with declarative infrastructure-as-code using Nix Flakes, deploying several self-hosted services such as n8n, Nextcloud, Home Assistant, Immich and OpenWebUI with automated rollbacks and zero-downtime updates

Led a backend team of 5 and designed an open-source application where fans can curate ideas about exhibits and artifacts to be held in Comic-Con Museum, San Diego with Express.js and AWS Lambdas

Implemented a multiprocessing Search Engine, Snippet Generator and Web Crawler with a MAP greater than Lucene combining several retrieval models such as BM25, Smoothed Query Likelihood and TF-IDF

Local Ollama Setup with Home Assistant with Matter Workflow

Developed an autonomous StarCraft bot using Convolutional Neural Networks (CNN) powered by TensorFlow and OpenCV. The AI agent processes real-time game frames to detect units, buildings, and resources, making strategic decisions with 85% accuracy in basic combat scenarios. Implemented custom computer vision algorithms for map awareness and unit control, achieving a competitive performance against medium-difficulty AI opponents in micro-battles.

Built four Music Transformers for each track inspired by Google Magenta and applied Global Multi Headed Attention allowing all decoders to attend over all encoders from all Transformers modifying the traditional architecture of a Transformer Network

Trained Matrix Factorization models on Gutenberg to automatically extract hypernyms from patterns with NLTK and Gensim

Analyzed several models in Tensorflow for generating paragraph representations using VAE and Unidirectional LSTM Seq2Seq with/without Attention on Feature rich word embeddings retrieved from the Gutenberg Corpus

Designed hybrid homelab infrastructure using N100 mini PCs and Raspberry Pi cluster orchestrated with Kubernetes, integrating Proxmox virtualization, UnifiOS, Open Media Vault and Home Assistant with secure Tailscale mesh VPN and Cloudflare DNS

Constructed and Soldered a Corne Keyboard from scratch with custom ZMK firmware with nice nano and nice view devices

A self driving robot with basic inverse kinematics and ollama integration with raspberry pi and tachyeon

Experimented with ROS2 suite for simulation training for ARM based robots

Analyzed effectiveness of Transfer Learning on Robot Arm Simulation Training using PyTorch and Open AI Gym on various algorithms such as Q Learning, DQN, Policy Gradient and Markov Chain Monte Carlo achieving significant advancements.

Created a Second Brain workflow using AI with Obsidian and kick ass open source plugins