AI Researcher & Deep Learning Engineer
From vision-language models to edge deployment — turning research into real-world AI
Research, deployments, and experiments across the full AI stack.
Chain-of-Thought prompting and QLoRA fine-tuning to combat sycophancy in small VLMs. 78% safety improvement.
UAV-based signaling system for road efficiency and collision prevention at intersections.
Real-time detection and counting on NVIDIA Jetson Nano & Xavier using optimized YOLOv4.
Classical CV algorithms, filters, and transformations in Jupyter Notebooks.
Sequential multi-task learning without catastrophic forgetting of previously learned knowledge.
Comparative study of VAE and GAN architectures for synthetic training data augmentation.
~310M decoder Transformer achieving 95% accuracy on 5-digit arithmetic using Scratchpad Chain-of-Thought on Modal cloud.
DQN with experience replay and target networks solving the CartPole benchmark.
Autonomous CLI & MCP pipeline agent scanning trending Hugging Face models, calculating hardware feasibility, and generating verified GGUF quants via llama.cpp.
AI-powered city exploration and quest generation platform leveraging intelligent agents for interactive urban discovery.
Developer-first voice dictation desktop app for macOS & Windows with Observer multimodal recording, RapidOCR (ONNX), local Whisper, and cursor insertion.
Immersive puzzle game with WebXR VR/AR support, 3D manipulation, hint system, and live playable web demo.
Production-style OCR & candidate-to-job matching backend using Azure Document Intelligence, FastAPI, field confidence scoring, and 42/42 passing CI tests.
Image processing & CV algorithms for monitoring clogging in glass furnaces. Image segmentation using classical and ML-based approaches.
5G RAN deployment, Kubernetes cluster installation (RHOCP), O-RAN deployment and sanity testing.
5G RAN platform deployment, cluster installation, GNB testing.
What I work with, day in and day out.
Open to opportunities in AI, Deep Learning, and Computer Vision research across Europe.