Specialized expertise in system architecture, data analytics, blockchain technologies, hyperspectral processing, and modern web development.
90%
Architecture
93%
Python
92%
React
93%
Data
88%
ML
Technical Expertise
System Design & Architecture
• Modular design with class-based separation
• State persistence and workspace management for data-intensive applications
• Architecture planning for scalable systems with clearly defined interfaces Python (os, glob, json), tkinter, RESTful design concepts
Concurrency & Real-Time Processing
• Implemented throttled event handling (15 FPS max) for smooth interactive data visualization
• Designed asynchronous drawing operations with intelligent scheduling for responsive UIs
• Engineered background processing and efficient batching for data-intensive operations tkinter (event bindings), matplotlib (draw_idle), throttling techniques, task scheduling
Machine Learning & Data Analytics
• Developed models to track token balances and fee income in DeFi
• Preprocessed hyperspectral data for statistical analysis
• Predictive analytics for blockchain performance optimization NumPy, Pandas, Julia, scikit-learn (potential), TensorFlow.js (web)
Web Development & JavaScript Libraries
• Responsive portfolio design with HTML, CSS, and Bootstrap
• Interactive features using jQuery, Chart.js, and TensorFlow.js
• Frontend optimization for performance and user experience Bootstrap, Font Awesome, jQuery, Popper.js, Chart.js, TensorFlow.js, ML.js
Systems Operations
Server Administration
• Administered Linux servers for blockchain and financial analytics
• Optimized configurations for high-performance quantitative operations
• Security hardening and automated backup implementation Linux, Bash, system configuration tools
• Computed advanced statistics (mean, variance, skewness, kurtosis)
• Performed ANOVA and outlier detection on datasets
• Integrated statistical tools into web applications jStat, JavaScript, statistical modeling
User Experience (UX) Design
• Designed intuitive UIs with collapsible cards and toolbars
• Added hover effects, transitions, and animations for polish
• Focused on responsive and user-friendly layouts CSS animations, Bootstrap, UX principles