Engineering digital products with purpose and measurable speed.
I am Aditya Kumar, a full-stack engineer and Computer Science student specializing in Data Science at AKTU in Greater Noida. I engineer sub-second web platforms in Next.js 16, typed Node.js backend APIs, and Model Context Protocol (MCP) integrations that connect language models to live databases.
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From Curiosity to Production Architecture
I build production web applications, high-performance Node.js APIs, and Model Context Protocol (MCP) integrations that connect language models to private databases.
Currently pursuing a B.Tech in Computer Science (Data Science) from AKTU, I bridge modern frontend architecture with structured backend data systems. I care deeply about typed interfaces, sub-second Core Web Vitals, and writing software that other engineers can maintain effortlessly.
Over the past three years, I have shipped 7+ production platforms. For Triposaints, I optimized MongoDB query times by 32%. For commercial clients like BrandNeoMedia and Rankers Home Tuition, I delivered high-conversion platforms on schedule. For my own product Memrizor, I architected autonomous vector search tools handling sub-120ms queries.
High-Performance Architecture
Sub-second page speeds, modular TypeScript, clean API contracts, and Core Web Vitals optimized for real mobile networks.
Deterministic AI Workflows (MCP & RAG)
Model Context Protocol (MCP) servers and vector embeddings that safely connect language models to private databases without hallucinations.
End-to-End Delivery
Taking products from architectural whiteboard design to production deployment, automated testing, and dependable client support.
Technical Stack & Engineering Arsenal
Frontend & UI Systems
Backend & Cloud Services
AI, MCP & Knowledge Retrieval
Career Milestones So Far
A chronological timeline of building, learning, and shipping commercial software.
AI Workflows, Model Context Protocol & Production Web Apps
Architected Memrizor (AI second brain with MCP integration) and Vital Healthcare (automated pathology lab intelligence). Developed custom tools for autonomous AI agent pipelines.
Commercial Client Engagements & Production Delivery
Delivered production web platforms for BrandNeoMedia and Rankers Home Tuition. Built custom lead capture funnels, optimized query latency by 32%, and earned 5-star client testimonials.
Scalable React & Next.js Architecture
Transitioned from monolithic web pages to modular, typed component architectures. Mastered state management, relational database indexing, and server-side rendering.
First Lines of Code & Systems Curiosity
Wrote first lines of HTML, CSS, and JavaScript. Focused on understanding how browser engines paint pixels and how servers handle concurrent data exchange.
Life Beyond The Terminal
Campus milestones, technical exploration, and the journey behind the screen.
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AKTU Campus & Tech Community
Continuous learning and hands-on software building
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Deep Work & Engineering Sprints
Crafting scalable web and AI systems
Looking for an engineer who ships, or ready to launch an MVP?
I am available for full-time software engineering roles, development internships, and contract MVP builds. Every inquiry receives a personal reply within 24 hours.