Hello World, my name is
Karydas Dimitris
|
I build advanced Machine Learning models, engineer Agentic AI workflows, and architect quantitative trading algorithms. Bridging the gap between academic research and production-grade software. Because some of the brightest ideas are born in the DarkAIs.
[INFO] Initializing DarkAIs Quant & AI Ecosystem...
[ACADEMIES] Online: Algo Trading, AI & Agents, Data Science...
[SUCCESS] 36 Deep Modules & Interactive Sandboxes Ready.
visitor@darkais:~$ _
The 3 Flagship Educational Academies
DarkAIs AI & Agents Academy
Institutional Deep Learning & Autonomous Agents curriculum: 12 modules covering Backpropagation calculus, Transformers (Self-Attention QKV), LoRA fine-tuning, and ReAct self-correcting loops.
- Transformers
- PyTorch
- LangGraph
- LoRA PEFT
DarkAIs Data Science Academy
Rigorous Statistics & Machine Learning curriculum: 12 modules covering Hypothesis Testing (P-values), OLS Regression, XGBoost, K-Means clustering sandbox, PCA, and MLOps.
- Scikit-Learn
- XGBoost
- Inferential Stats
- MLOps
DarkAIs Algo Trading Academy
Algorithmic Trading & Quants platform: 12 modules, in-lesson Botaki simulators, Visual Pine Script v5 generator, 500-universe Monte Carlo engine, and FTMO risk calculators.
- Pine Script v5
- TradingView
- Monte Carlo
- Prop Firm / FTMO
Open-Source Bots & Tools
solana-sniper-bot
Ultra low-latency Raydium memecoin sniper utilizing Jito MEV bundles, honeypot safety checks, mint-revocation validators, and automatic profit locks.
- Solana RPC
- Jito MEV
- Raydium SDK
- Python
find-the-insiders
On-chain Solana wallet tracker auditing block-0 transactions and funding origins to map coordinated insider clusters in an interactive network graph.
- Solana RPC
- Helius API
- Vis.js Graph
- FastAPI
prompt-to-loop-engineering
A complete 7-level progression demonstrating the shift from simple prompt engineering to advanced, self-correcting agentic loops.
- AI Agents
- Python
- ReAct
- Self-Correction
Support Open-Source Research
If you find the AI Academy, Data Science Academy, or Algo Trading Academy valuable, leaving a Star ⭐ on GitHub helps support future open developments!
Star All Repositories on GitHubGet In Touch
I'm currently focused on algorithmic trading systems, agentic AI workflows, and quantitative research. Whether you have a question, want to discuss a project, or collaborate, feel free to reach out or book a call directly!