SATYAJIT GHANA
//AI Architect

Bridging The
gap betweenResearch
&Production.

Architecting the intelligence of tomorrow. I specialize in bridging the chasm between experimental Deep Learning research and robust, scalable Production systems. From training custom LLMs and Vision Transformers to deploying autonomous AI Agents on Kubernetes clusters—I build end-to-end intelligent ecosystems. Currently shaping the future of industrial AI at Inkers.

5+Years Experience
∞Passion for AI

Technical Arsenal

Deep Learning✦
PyTorch✦
Generative AI✦
LLMs✦
Stable Diffusion✦
React✦
TypeScript✦
Three.js✦
AWS✦
Kubernetes✦
MLOps✦
Computer Vision✦
System Architecture✦
Python✦
FastAPI✦
FastAPI///
Python///
System Architecture///
Computer Vision///
MLOps///
Kubernetes///
AWS///
Three.js///
TypeScript///
React///
Stable Diffusion///
LLMs///
Generative AI///
PyTorch///
Deep Learning///

EXPERIENCE

A timeline of my professional journey in engineering and AI.

SELECTED WORKS

A showcase of innovative projects pushing the boundaries of technology.

2025
Lead Architect

Kai

A full blown PMC for Construction

GenAIAI AgentsReactAWS EKSPython
Open Project
Kai
2022
Senior Engineer

Observance

AI enabled platform for project and construction management.

Three.jsWebGLLiDARFastAPI
Open Project
Observance

SIDE QUESTS

Experiments and explorations in code.

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LATEST WRITINGS

Thoughts on AI engineering and building production systems.

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RESEARCH & PATENTS

Contributing to the academic and industrial advancement of AI through published research and intellectual property.

Publications

Patents

Pending

SYSTEM AND METHOD FOR PERFORMING AUTOMATED SEGMENTATION OF THREE-DIMENSIONAL (3D) MESH STRUCTURES

Filed in 2024

Pending

SYSTEM AND METHOD FOR PERFORMING STRUCTURAL DEFECT ANALYSIS IN A STRUCTURAL ENVIRONMENT

Filed in 2024