Fun. Innovation. Collaboration.
I'm passionate about applying my skills to real-world challenges through side projects. Here, you'll find the 31 of my best works in the fields of machine learning, computer science, automation and more, showcasing my ability to innovate and solve complex problems. Some projects are still active, others have been discontinued.
Featured Projects
CollabWrite
A real-time AI-powered collaborative editor enabling multi-user editing with Yjs CRDTs and WebSockets; integrated context-aware RAG-based AI writing assistance using OpenAI GPT-4 and Meta Llama 4 Maverick for content generation and refinement, reducing ideation-to-prototype time by 45%.
Yjs, WebSockets, FastAPI, LangChain, Redis, PostgreSQL, Next.js, Tailwind CSS, Socket.IO, GPT-4, Llama 4 Maverick
_AI (Underscore AI)
An end-to-end AI assistant for the Apple ecosystem, built as a multi-agent framework focusing on data privacy; integrates MCP Servers with tool and function calling for secure analysis of Health, Calendar, Texts, Notes, and Reminders on-device.
PyTorch, LangChain, CoreML, ONNX Runtime, FastAPI, Swift, Docker, Kubernetes, Transformers, Accelerate, Optuna, Pydantic, PEFT/LoRA, Weights & Biases, HuggingFace
FaceDetectX
A real-time fraud detection pipeline using PySpark, PostgresSQL/ML, EvaDB, and Velox for multi-source metadata and image data processing; integrated a CNN-transformer ensemble model within the Spark environment, achieving sub-50ms latency with ONNX optimizations.
PySpark, PostgresSQL/ML, EvaDB, Velox, CNN, Transformers, ONNX, Distributed Processing, Real-Time Inference
Doppelgangerify
Fine-tuned FLUX.1-Schnell and FLUX.1-Dev diffusion models using a LoRA pipeline on a custom dataset of 28 images to enhance image quality and subject understanding; evaluated improvements with FID and perceptual similarity metrics.
LoRA, FLUX.1-Schnell, FLUX.1-Dev, PyTorch, Hugging Face Diffusers, ONNX, FID, Perceptual Similarity Metrics, Fine-Tuning