- Passionate about Machine Learning & Artificial Intelligence
- Building alpha-generating quantitative systems for crypto markets
- Focused on real-world performance (returns, Sharpe, drawdown)
- Targeting high-impact open source contribution & research credibility
- Strong in C++, Python, DSA, System Design
A production-oriented, research-backed system designed to generate consistent alpha in crypto markets using ML + on-chain intelligence + market structure modeling.
| Metric | Value |
|---|---|
| Total Return (4Y) | 1106.2% |
| Buy & Hold | 147.6% |
| Edge | ~7.5x Outperformance |
| Focus | Sharpe ↑ • Drawdown ↓ • Consistency ↑ |
- On-chain features (miner revenue, tx volume, activity)
- Market microstructure + technical signals
- ML-based decision layer (ensemble/stacking ready)
- Strategy evaluation via real trading metrics (NOT just accuracy)
Designed in the direction of quant hedge fund-style alpha models, where performance is measured by returns, risk, and robustness, not just predictions.
- V3: Signal refinement, feature engineering, regime detection
- V4: Advanced ML architecture, robustness, live deployment readiness
- Futuristic 3D interactive web experience
- Hybrid portfolio + product platform
- Focus: premium UI/UX + real-world usability
- Real-time detection using DNN models
- Manual capture, thumbnails, UI polish
- Built with Qt (C++) + OpenCV
A Regime-Aware Meta-Learning Framework for Selective Directional Trading in Cryptocurrency Markets
-
Accepted in IEEE
-
Publishing within ~2 months
-
Focus:
-
ML for financial prediction
-
On-chain signal engineering
-
Strategy optimization using real metrics
- Building real alpha trading system (1100%+ backtested return)
- IEEE accepted research paper (AI + Finance)
- Strong foundation in DSA, ML, and system design
- Active in open source contributions
- Scaling quant models to production-grade systems
- Publishing AI + Finance research
- Mastering advanced algorithms & system design
- Contributing to high-impact OSS
- 📧 Email: (onlyfordrivebackup3@gmail.com)
Not just building projects — building systems that consistently outperform the market competitors.