01/07 ENTRY

MAYANK
KUMAR

AI ENGINEERSYSTEM BUILDERCREATIVE TECHNOLOGIST

I build intelligent systems and developer infrastructure. I am an AI engineer, a web developer, and a full stack developer.

GITHUB ↗
02 — SYSTEM MAP

Seven domains,
one core.

Each module is wired to what it depends on. Hover a module to inspect it. Drag to rotate the system.

AI
LLM pipelines, retrieval, evaluation and structured output. The layer that turns models into dependable components. Technology: LLMs, Vector Databases, Python. Projects: Forge, Aura, Utservio.
COMPUTER VISION
Real-time perception: tracking, pose estimation and signal extraction from imagery and video. Technology: OpenCV, MediaPipe, Python. Projects: Prithvi Watch, CV experiments.
SECURITY
Isolation, auth and input validation for systems that execute model output. Technology: FastAPI, Docker. Projects: Aura, Vakeel Saathi.
AGENT SYSTEMS
Tool-using agents with explicit state, memory and control loops rather than one-shot prompts. Technology: LLMs, Python, TypeScript. Projects: Aura, Forge.
INFRASTRUCTURE
Containers, scheduled collectors and reproducible environments that keep pipelines running. Technology: Docker, Git, PostgreSQL. Projects: Utservio, Prithvi Watch.
3D / GRAPHICS
Real-time rendering and spatial interfaces, including this environment. Technology: Three.js, Blender, Unity. Projects: This portfolio.
BACKEND
Typed APIs, relational data models and job pipelines that keep AI features running under real load. Technology: FastAPI, PostgreSQL, SQLAlchemy. Projects: Vakeel Saathi, Utservio, Forge.
03 — PROJECT ARCHIVE

Systems on
the bench.

SCROLL TO TRAVERSE · SELECT TO INSPECT
04 — FORGE / ARCHITECTURE

How Forge
remembers code.

  1. L0REPOSITORY
  2. L1AST / CODE INTELLIGENCE
  3. L2MEMORY
  4. L3VECTOR RETRIEVAL
  5. L4KNOWLEDGE GRAPH
  6. L5CONTEXT RETRIEVAL
  7. L6AI SYSTEM
REPOSITORY

Source of truth. Files, history and structure are ingested as they are.

05 — ENGINEERING PROFILE
NAME
MAYANK KUMAR
ROLE
AI Engineer · Backend Engineer · GenAI & Automation
BASE
Greater Noida, India
FOCUS
AI ENGINEERINGSYSTEMS ENGINEERINGCOMPUTER VISION3D / GRAPHICS
STACK
PYTHON, TYPESCRIPT, REACT, NEXT.JS, FASTAPI, POSTGRESQL, SQLALCHEMY, DOCKER, LLMS, VECTOR DBS, OPENCV, MEDIAPIPE, THREE.JS, BLENDER, UNITY, GIT

I build AI-powered applications, backend systems, automation pipelines, and data-processing infrastructure. My work focuses on turning LLMs, APIs, web automation, and backend engineering into practical production-oriented systems.

06 — TIMELINE
  1. 2024Started Computer ScienceBegan B.Tech in Computer Science & Engineering at IILM University and started building foundations in programming, web development, databases, and software engineering.
  2. 2025Web & Backend DevelopmentExpanded into Python, JavaScript, APIs, databases, Flask, and full-stack development through practical projects.
  3. 2026AI EngineeringMoved into GenAI, agent systems and AI infrastructure.
07 — CONTACT
ESTABLISH CONNECTION
AVAILABLE FOR:FULL-STACK WEB DEVELOPMENTAI / GENAI ENGINEERINGBACKEND ENGINEERINGAUTOMATION & AI INTEGRATIONSFREELANCE PROJECTSINTERNSHIPS & COLLABORATIONS
EMAILdevmayank068@gmail.comGITHUBmostlyunstableLINKEDINmayank-kumar
© 2026 MAYANK KUMAR · AWAITING NEXT CONNECTION