AI EngineeringSoftware Design
Jul 05, 2026✦5 min read
The Shift to AI-Native Software Architectures
How software design changes when autonomous AI agents are treated as core runtime components, not just optional API integration points.
Open to Work
🚀 2026
⚡ ML Systems
🧠 LLMs
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ABOUT ME ★ WHO AM I ★ AMAN KUMAR JHA ★ ABOUT ME ★ WHO AM I ★ AMAN KUMAR JHA ★ ABOUT ME ★ WHO AM I ★ AMAN KUMAR JHA ★ ABOUT ME ★ WHO AM I ★ AMAN KUMAR JHA ★ ABOUT ME ★ WHO AM I ★ AMAN KUMAR JHA ★ ABOUT ME ★ WHO AM I ★ AMAN KUMAR JHA ★ ABOUT ME ★ WHO AM I ★ AMAN KUMAR JHA ★ ABOUT ME ★ WHO AM I ★ AMAN KUMAR JHA ★ ABOUT ME ★ WHO AM I ★ AMAN KUMAR JHA ★ ABOUT ME ★ WHO AM I ★ AMAN KUMAR JHA ★
[ 01 — ABOUT ]
Who Am I?
A Computer Science student building at the intersection of Artificial Intelligence and software engineering. I design AI-driven systems focused on intelligent automation, real-world execution, and scalable product thinking.
I use autonomous coding agents to accelerate development and experimentation, while maintaining full ownership of architecture, design, and implementation across everything I build.
[ 02 — EXPERTISE ]
What I Do
Building the future ✦
workspace/parser_agent.py
Lines: 0ANALYZING
Telemetry Logs
Agentic Coding & Multi-Agent Systems
Engineering autonomous software agents that can read codebases, write code, run test suites, and self-correct using LLM reasoning loops.
AI Workflows & LLM Orchestration
Designing intelligent, multi-step workflows that string together LLMs, vector search, and API integrations to automate complex business processes.
Websocket Stream
🤖 User: "Build an invoice page"
SYSTEM STATUS
Port: localhost:3000
Ping: 12ms
HMR: active
Full-Stack AI Application Development
Building clean, highly interactive web applications that connect deep learning models and data dashboards to end-users.
Conversion Analytics
[STRIPE] Charge $99 paid
[HUBSPOT] Lead converted
[AMPLITUDE] track: Upgrade
GROWTH Telemetry
LTV: $14,920
CAC: $18.40
CONVERSIONS
1842
GTM Tech Stack & Growth Engineering
Architecting growth infrastructure — CRM integrations, conversion funnels, analytics pipelines, and marketing automation systems.
🔗
TRAFFIC INDEX+184%
Programmatic SEO & Content Engines
Building systems that generate, optimize, and deploy content at scale using templating engines, NLP, and search intelligence.
Cognitive Parser
{
}
Confidence99.40%
Intelligent Automation & Cognitive AI
Automating document parsing, data extraction, and decision-making workflows with cognitive AI pipelines and intelligent routing.
★ Agentic Coding & Multi-Agent Systems★ AI Workflows & LLM Orchestration★ Full-Stack AI Application Development★ GTM Tech Stack & Growth Engineering★ Programmatic SEO & Content Engines★ Intelligent Automation & Cognitive AI★ Agentic Coding & Multi-Agent Systems★ AI Workflows & LLM Orchestration★ Full-Stack AI Application Development★ GTM Tech Stack & Growth Engineering★ Programmatic SEO & Content Engines★ Intelligent Automation & Cognitive AI★ Agentic Coding & Multi-Agent Systems★ AI Workflows & LLM Orchestration★ Full-Stack AI Application Development★ GTM Tech Stack & Growth Engineering★ Programmatic SEO & Content Engines★ Intelligent Automation & Cognitive AI★ Agentic Coding & Multi-Agent Systems★ AI Workflows & LLM Orchestration★ Full-Stack AI Application Development★ GTM Tech Stack & Growth Engineering★ Programmatic SEO & Content Engines★ Intelligent Automation & Cognitive AI★ Agentic Coding & Multi-Agent Systems★ AI Workflows & LLM Orchestration★ Full-Stack AI Application Development★ GTM Tech Stack & Growth Engineering★ Programmatic SEO & Content Engines★ Intelligent Automation & Cognitive AI★ Agentic Coding & Multi-Agent Systems★ AI Workflows & LLM Orchestration★ Full-Stack AI Application Development★ GTM Tech Stack & Growth Engineering★ Programmatic SEO & Content Engines★ Intelligent Automation & Cognitive AI★ Agentic Coding & Multi-Agent Systems★ AI Workflows & LLM Orchestration★ Full-Stack AI Application Development★ GTM Tech Stack & Growth Engineering★ Programmatic SEO & Content Engines★ Intelligent Automation & Cognitive AI★ Agentic Coding & Multi-Agent Systems★ AI Workflows & LLM Orchestration★ Full-Stack AI Application Development★ GTM Tech Stack & Growth Engineering★ Programmatic SEO & Content Engines★ Intelligent Automation & Cognitive AI
PROJECTS
[ 03 — PROJECTS ]
What I Built
⏳BUILDING & SHIPPING SOON
Actively architecting autonomous AI systems, ML pipelines, and full-stack applications. Featured projects will drop here soon!
[ 04 — EXPERIENCE ]
My Journey
MY BLOG ★ STORIES ★ SYSTEM SPECIFICATIONS ★ MY BLOG ★ STORIES ★ SYSTEM SPECIFICATIONS ★ MY BLOG ★ STORIES ★ SYSTEM SPECIFICATIONS ★ MY BLOG ★ STORIES ★ SYSTEM SPECIFICATIONS ★ MY BLOG ★ STORIES ★ SYSTEM SPECIFICATIONS ★ MY BLOG ★ STORIES ★ SYSTEM SPECIFICATIONS ★ MY BLOG ★ STORIES ★ SYSTEM SPECIFICATIONS ★ MY BLOG ★ STORIES ★ SYSTEM SPECIFICATIONS ★ MY BLOG ★ STORIES ★ SYSTEM SPECIFICATIONS ★ MY BLOG ★ STORIES ★ SYSTEM SPECIFICATIONS ★
[ 05 — BLOGS ]
Writings
Deep dives into AI engineering, autonomous loops, and software architectures.
Agentic AITDD
Jun 24, 2026✦7 min read
Building Self-Correcting Coding Loop Agents
A deep dive into the engineering loop that enables an AI agent to write code, parse compiler errors, execute tests, and repair its own mistakes.
UI/UXDesign
Jun 12, 2026✦4 min read
Designing Neobrutalist UI/UX for Tech Portfolios
Why the raw print-inspired aesthetic of neobrutalism makes developer portfolios stand out, and how to build it using vanilla CSS and Tailwind.
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[ 06 — GUESTBOOK ]
Let's Talk
Leave a note, say hi, or drop a thought — I read every single one! 👋
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