Skip to content
View gdtsitlauri's full-sized avatar

Highlights

  • Pro

Block or report gdtsitlauri

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
gdtsitlauri/README.md

George David Tsitlauri

BSc
Specialization
University
Research Lab


Research Projects

AI, Data & Intelligent Systems

  • KRONOS — Causal domain-invariant learning algorithm that enables AI models to generalize reliably across unseen domains and conditions.
  • NOUS — Self-improving LLM research framework for iterative refinement, reasoning loops, and resource-constrained experimentation.
  • VALKYRIE — Real-time video and audio enhancement framework optimized for consumer GPUs.
  • PATV-X — Training-free explainable deepfake-video detection framework using frequency-domain analysis and forensic signal cues.
  • SIREN — Adversarial-audio and voice-forensics framework for spoofing analysis, deepfake detection, and audio-security evaluation.
  • ATHENA — Precision-medicine and biomedical-informatics framework integrating genomics, health records, biomedical knowledge graphs, and causal reasoning.
  • ASCLEPIUS — Biomedical AI framework for multimodal biosignal analysis, anomaly detection, explainability, and federated-health experimentation.
  • SOCRATES — Adaptive education research framework that models why learners struggle and dynamically adjusts learning paths using causal tutoring algorithms.
  • THEMIS — Hybrid search framework combining classical and neural retrieval with causal reranking to improve result relevance across text and multimedia queries.
  • MarketMindAI — Behavioral-finance research framework linking internet sentiment and NLP signals to cryptocurrency market dynamics.
  • EVOO — Applied machine-learning framework for olive-oil authenticity and adulteration analysis with spectroscopy data.

Cybersecurity, Systems & Infrastructure

  • OLYMPUS — AI security research platform covering offensive, defensive, forensic, and intelligence modules — with co-evolutionary attacker/defender simulation, reverse engineering, and malware analysis.
  • CAESAR — Standalone co-evolutionary engine for adversarial strategy search, where attacker and defender populations evolve independently to discover non-obvious attack/defense equilibria.
  • LYKOMIDES — Cross-domain AI intrusion-detection framework designed to transfer across cyber-physical and IoT environments without retraining on target data.
  • CUDA-zkML — GPU-accelerated zero-knowledge machine-learning system for verifiable neural-network inference.
  • ATLAS — Distributed cloud-autonomy framework combining digital twins, orchestration, governance, and intelligent control.
  • NEXUS — End-to-end systems research platform spanning compiler construction, MIPS code generation, CPU simulation, parallel execution, and hardware validation.
  • APOLLO — From-scratch Java database-engine research project covering storage, B+-tree indexing, MVCC transactions, and an ML-learned query optimizer.
  • PYTHAGORAS — Unified computational theory and discrete mathematics research framework covering the full Chomsky hierarchy, Turing machines, NP-completeness, and decidability, with the LOGOS formal verifier.
  • POLARIS — SDN/cloud orchestration research platform for multi-objective service placement and network-aware optimization.
  • CHRONOS — Edge-IoT scheduling and offloading research framework using causal structures and multi-objective decision policies.
  • ARGUS — Game-theoretic distributed microkernel research with Nash-equilibrium scheduling and lock-free IPC for edge-AI workloads.
  • ARTEMIS — Mobile reliability research framework for proactive fault detection and SLO monitoring that identifies service degradation before users are affected.

Hardware, Telecom & Robotics

  • ODYSSEY — Hybrid quantum-classical security research platform for post-quantum reasoning and risk-aware intrusion analysis.
  • Crypto3DStackCPU — Secure CPU-extension research project combining 3D-stacked memory with hardware cryptographic extensions, custom assembler, and runtime integrity validation.
  • DAEDALUS — Evolutionary robotics and optimization framework for co-designing morphology, controllers, and adaptive behaviors.
  • HERMES — AI-native software-defined radio framework for learned modulation, channel adaptation, and intelligent signal processing.
  • GATE-6G — Semantic-communication and split-inference research framework for adaptive 6G-style AI-native transmission.
  • HELIOS — Multi-language signal-processing framework (Python, Julia, R, Octave) covering arithmetic coding, rate-distortion theory, and Markov-channel modeling.
  • IRIS — Neural rendering research framework for real-time perception and visualization on consumer GPUs.
  • ARES — Robotics autonomy research platform for control, planning, navigation, and multi-agent coordination experiments.
  • KLADENETS — Autonomous UAV-swarm research architecture centered on edge AI, resilience, and explainable decision-making.
  • POSEIDON — Multi-domain maritime systems research framework combining GIS, CAD, optical networks, and TRIDENT optimization.
  • HEPHAESTUS — RTL and physical-design research on power-aware INT8 MAC architectures for edge-AI workloads, with measured power reduction via the CYCLOPS algorithm (SkyWater-130nm).

Projects

Engineering

  • CryptoCPU (BSc Thesis) — Design and implementation of an FPGA-based encrypted instruction-set processor.
  • Parallel AES CUDA — Parallel implementation of AES encryption and decryption on NVIDIA GPUs.
  • CCC IR Optimizer — Intermediate-representation optimizer with analysis passes and compiler optimizations for the CCC toolchain.
  • GPBFT Consensus Protocol — Distributed consensus implementation inspired by Byzantine agreement and signature-based coordination.
  • Build a Compiler — Compiler project covering frontend parsing, AST construction, semantic analysis, and MIPS-oriented code generation.

AI / Data Implementations


Websites

  • Skyrianos — Public-facing website about the island of Skyros with informational content and visitor-oriented presentation.
  • OstrichZooPark — Public-facing website for Ostrich Zoo Park with visitor information and general presentation.
  • Pavlidi Home E-shop — E-commerce website for online product presentation and storefront workflows.

Skills

Programming Languages

Python, C, C++, Java, SQL, JavaScript, TypeScript, Assembly, Go, Rust, Haskell, Dart, VHDL, Verilog, C#, Scala, Julia, R, MATLAB, Octave, Kotlin, Swift, Solidity, GLSL, Fortran, PHP, Ruby, Perl, Pascal

AI / Data

PyTorch, TensorFlow, XGBoost, Apache Spark, Apache Hadoop

Systems / Software

FastAPI, Flutter, Streamlit, Docker, Kubernetes, PostgreSQL

Cloud / MLOps

MLflow, Weights & Biases, AWS Lambda, AWS SageMaker, Azure Functions, Azure Blob Storage, Azure ML, GCP BigQuery, Google Cloud Storage, Cloud Functions

Hardware / Parallel Computing

CUDA, OpenMP, MPI, TensorRT, Xilinx Vivado, Vitis HLS, FPGA/RTL Workflows, HPC

Graphics / XR

Neural Rendering, WebXR, Three.js

Web / Frontend

React, Next.js, Node.js, Tailwind CSS, HTML5, CSS3

Dev / Research Tools

Git, CI/CD, CMake, Jupyter, Wireshark, Bash, PowerShell, Linux, Windows, Visual Studio, LaTeX

Greek Russian English


Pinned Loading

  1. Crypto3DStackCPU Crypto3DStackCPU Public

    CryptoCPU with secure 3D stacked memory

    C++

  2. cuda-zkml cuda-zkml Public

    CUDA-native zkML prover for zero-knowledge proofs of neural network inference on consumer NVIDIA GPUs.

    Cuda

  3. odyssey-quantum odyssey-quantum Public

    Hybrid risk-aware intrusion detection research framework for post-quantum transition environments.

    Python

  4. olympus-security olympus-security Public

    Autonomous AI Security Research Platform — Framework for offensive/defensive cyber experimentation with co-evolutionary attack-defense optimization.

    Python

  5. lykomides-ids lykomides-ids Public

    Cross-domain AI intrusion-detection framework for cyber-physical and IoT environments with strong generalization focus.

    Python

  6. kronos-algorithm kronos-algorithm Public

    Causal Domain-Invariant Learning — a universal algorithm that learns what is true everywhere, not just in training data.

    Python