AI coder & system design architect building at lightning speed with AI orchestration, MCPs, and open-source models. Bridging low-level code (C, Python, PHP) with scalable cloud backends, modern edge platforms (Vercel, Cloudflare, Render), and DevOps precision.
AI Coder · System Design · AI/ML Specialist
I am Spandan Prayas Patra — an AI Coder & System Design Architect building at the bleeding edge where computational intelligence meets modern distributed cloud and edge infrastructure.
My engineering stack merges core foundations in C, Python, and PHP with modern AI-augmented workflows using VS Code, Cursor, Antigravity, Codex, Claude Code, OpenCode, Model Context Protocol (MCPs), and Open-Source AI Models.
On the infrastructure side, I architect and deploy robust web services and systems across AWS (EC2, S3, Lambda, VPC), Vercel, Cloudflare Pages & Workers, Render, and Northflank, backed by automated Terraform, Docker, and Kubernetes pipelines.
High-trust collaboration, clear technical communication, and team alignment.
User-centric architecture built with empathy for end-user experiences and team workflows.
Systematic data-driven analysis to diagnose edge cases, optimize performance, and design scalable logic.
Major Projects
Certs & Internships
Cloud Platforms
Flow State & Focus
Memory management, high-performance algorithms, data structures, and compute-efficient system logic.
Machine learning pipelines, deep learning models, XAI, optimization algorithms, data science & backend services.
Dynamic web application engines, REST API architectures, real-time community platforms, and database connectivity.
Foundational principles of intelligent agents, search heuristics, knowledge representation, and machine learning pipelines.
Hands-on enterprise cloud architecture orchestration, CI/CD pipeline automation, container workflows, and distributed system engineering.
Practical implementation of cloud deployment topology, scalable server architectures, infrastructure monitoring, and DevOps best practices.
Deep neural network architectures, gradient descent backpropagation, multi-layer perceptrons, activation functions, and model convergence.
Comprehensive Python engineering for data science, Pandas, NumPy, REST APIs, HTTP web requests, and intelligent data pipeline modeling.
Supervised and unsupervised learning with Scikit-learn, feature engineering, cross-validation, and predictive classification algorithms.
Essential syntax mastery, data structures, conditional execution, loops, function definitions, and modular programming concepts.
Sensors & actuator integration, embedded systems protocols, wireless communication networks, and cloud IoT architecture topology.
Completed intensive training in Artificial Intelligence with verified competency in AI algorithms, intelligent models, and practical implementations.
An English-based programming language engineered to make programming intuitive and readable using natural English syntax, structured grammar rules, and efficient parsing execution.
pip install enlang A social media platform built for India at neksuss.space where users can create posts, quick-share updates, report community problems, discuss newspaper articles, play games, and connect seamlessly.
A smart inventory management tool built to streamline real-time stock monitoring, automated warehouse level alerts, supply logistics tracking, and inventory replenishment optimization.
A dedicated esports tournament website built for competitive gaming ecosystems, featuring automated player and team registrations, dynamic tournament brackets, live match scheduling, and leaderboard results.
Official esports team website dedicated to team rosters, competitive achievements, tournament match fixtures, player statistics, and digital media presence.
A tool management platform designed to organize, discover, orchestrate, and manage developer utilities, workflows, and tools from a centralized interface at magetool.in.
Passionate about competitive mechanics, immersive storytelling, and strategy design in virtual worlds.
Competitive & TacticalActive enthusiast in the esports tournament scene, team dynamics, meta analysis, and production.
Tournaments & TeamsAnalyzing global strategic shifts, international trade routes, tech sovereignty, and macro policy dynamics.
Strategy & AnalysisCrafting intricate lore, world-building, narrative arcs, and character motivations with creative depth.
World-Building & LoreExperimenting with flavors, culinary balance, and precision techniques in the kitchen — just like building systems.
Culinary MasteryWhether you have an ambitious AI/ML initiative, system design challenge, or want to discuss DevOps, gaming, and tech, I am always open to conversation.