Digital Alchemy Laboratory
Where Science Meets Art
Transforming Ideas into Intelligent Reality through cutting-edge research at the intersection of technology, creativity, and human experience.
Current Research Endeavors
Digital Preservation & Gaming Evolution
Northeastern University Research Lab | Jan 2025 - Present
The Vision
Unraveling the DNA of gaming history through machine learning archaeology. I'm developing AI systems that can understand, preserve, and predict the evolution of interactive entertainment.
The Innovation
- • ML Pipeline Artistry: TensorFlow, Keras, and PyTorch orchestrating data symphonies
- • Digital Preservation Platform: AI-driven visualization models mapping gaming evolution
- • XR Experience Creation: Unity and GLB bringing academic research to life
- • Symposium Showcase: "Media in Motion" - where research meets interactive art
Impact Statement
"Every pixel tells a story, every algorithm preserves a memory. We're not just studying games—we're safeguarding digital culture."
Revolutionary Findings
Real-time Architecture
Sub-200ms latency with institutional-grade performance
ML Breakthrough
155% higher returns with Transformer + fundamental analysis
Trading Intelligence
93% accuracy in swing trading with LSTM models
Financial Market Intelligence Systems
Independent Research Initiative | 2024-2025
The Quest
Reimagining how financial markets can be understood, predicted, and navigated through the fusion of real-time data streaming and predictive machine learning.
Technical Architecture Poetry
Frontend: React.js + TradingView Charts Backend: FastAPI + WebSocket streaming Database: TimescaleDB + Redis caching ML Pipeline: TensorFlow + PyTorch ensemble Deployment: Docker + Kubernetes
AI-Driven Healthcare Analysis
Medical Imaging Intelligence Project | 2023-2024
The Mission
Transforming medical diagnosis through the artistic application of deep learning to chest X-ray interpretation.
Technical Artistry
- • CNN-based DenseNet Architecture with PyTorch precision
- • Domain-Specific Augmentation for medical imaging optimization
- • Visualization Excellence through Matplotlib analysis
- • Significant improvement in pneumonia detection rates
Clinical Impact
"When AI meets medical imaging, lives can be saved through the beauty of algorithmic precision."
Research Philosophy
The Intersection Principle
"The most profound discoveries happen at the intersection of disciplines."
My research doesn't live in silos. I explore the spaces between technology and art, between data and emotion, between prediction and intuition.
The Elegance Standard
"If a solution isn't elegant, it's not finished."
Every research project must pass the elegance test. Complex problems deserve beautiful solutions. Aesthetics and functionality must dance together.
The Impact Imperative
"Research without real-world application is just intellectual decoration."
All my research aims for tangible impact. Academic rigor meets practical application. Theoretical breakthroughs become implemented solutions.
Future Research Horizons
Quantum-Classical Hybrid Systems
Exploring the intersection of quantum computing and classical ML for financial prediction.
Emotional AI for Creative Industries
Developing AI systems that understand and respond to human creativity and emotion.
Sustainable AI Architecture
Researching energy-efficient ML models for environmental responsibility.
Publications & Recognition
Academic Presentations
- • "Digital Preservation Through XR Gaming" - Media in Motion Symposium
- • "ML Pipeline Optimization for Gaming Evolution Analysis" - Northeastern Research Showcase
Technical Documentation
- • Comprehensive guide to building financial ML systems
- • Open-source contributions to digital preservation tools
Community Impact
- • Mentoring junior researchers in ML application development
- • Contributing to open-source projects in financial technology