AI Engineer. Explorer.
Experimenting at the Frontier.
Building systems. Writing what I learn.
Scroll down to see what I've been working on.
Featured Projects
A selection of systems, tools, and experiences built at the intersection of AI and design.
Autonomous Agent Orchestrator
Multi-agent coordination system with dynamic task routing, memory persistence, and self-correcting execution loops.
Intelligent Document Pipeline
End-to-end document processing with semantic chunking, context-aware extraction, and structured output generation.
The Lab
Active experiments, ongoing research, and prototype systems in various stages of development.
Lab Status
Systems Online
SL-001
Agent Systems
Self-directed AI agents capable of multi-step reasoning, tool use, and collaborative task decomposition.
Progress
78%
SL-002
AI Workflows
Composable workflow graph engine for chaining AI operations with conditional branching and human-in-the-loop.
Progress
64%
0
Active
0
Prototype
2
Research
System v2.4.1 — All cores online
Creative technologist.
AI systems builder.
I operate at the intersection of software engineering, artificial intelligence, and design — building systems that are as elegant as they are powerful.
Santanu Labs is my experimental studio for exploring what's possible at the frontier of AI — from autonomous agents to generative media, from workflow automation to intelligent interfaces.
AI Systems Design
LLMs, agents, RAG, fine-tuning
Full-Stack Engineering
Next.js, Python, TypeScript, APIs
Workflow Architecture
Automation, orchestration, pipelines
Rapid Prototyping
From concept to working system
SL
LABS
2025-Oct
Started exploring the potential of AI in real-world applications
2025-Dec
Deep-dived into LLM fine-tuning and alignment
2026-Mar
Launched Santanu Labs as an open experimental entity
Now
Building the next generation of intelligent products
Agent in Action
Watch an autonomous agent decompose a task, use tools, and deliver results.
santanu-labs — agent-shell
live
Runtime
v2.4.1
Context
128k
Tools
4 active
Santanu Labs Agent Shell
Let's Build Something
Extraordinary
Open to collaborations, consulting, and conversations at the frontier of AI. Reach out through any channel.
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