Hi, I'm Santosh Ray

Technology Consultant | AI & Workflow Automation

With a small team of engineers, I help companies simplify how they work: workflow automation, AI integration and custom software, delivered end to end. Recent project: KDS Lab Desk, offline reporting software now in daily use at a pathology lab.

Santosh Ray

Agentic AI & Automation Expertise

Building autonomous systems that think, learn, and act

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Advanced LLM Integration

GPT-4, Claude, Llama, and other state-of-the-art models

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RAG Systems

Building Retrieval-Augmented Generation pipelines for enhanced AI responses

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Prompt Engineering

Designing sophisticated prompts for optimal model performance

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Fine-tuning & Optimization

Custom model training for domain-specific applications

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Multi-Agent Systems

Architecting collaborative AI agent frameworks

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Autonomous Agents

Building self-directed agents with tool-using capabilities

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Agent Orchestration

Managing complex workflows and inter-agent communication

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Memory Systems

Implementing persistent memory for conversational AI

Workflow Automation Excellence

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Process Orchestration

Designing complex workflows that seamlessly integrate AI agents with business processes

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Tool Integration

Connecting disparate systems through intelligent APIs and custom automation frameworks

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Scalable Automation

Building enterprise-grade automation solutions that handle millions of operations daily

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Decision Intelligence

Implementing AI-driven decision engines that adapt and optimize in real-time

Technology Stack

Mastery across the modern AI ecosystem

Languages

PythonJavaScriptTypeScript

AI Frameworks

LangChainLlamaIndexAutoGenTransformers

LLM APIs

OpenAIAnthropic ClaudeHugging Face

Vector Databases

PineconeWeaviateChromaDB

AI & ML

Computer VisionNLPLarge Language Models (LLMs)

Automation

SeleniumUI VisionRPA toolsAI-powered workflow automation

Cloud & DevOps

AWSDockerMLOps

Databases

MySQLPostgreSQLVector stores

Version Control

GitGitHub

KDS Lab Desk

Free offline reporting software for pathology labs

Register patients, enter results with automatic checks, approve and lock reports, print or save a PDF with a verification QR code, and send it to the patient on WhatsApp. Works without internet, backs itself up every night, and speaks English and Hindi. Free and open source, with no limit on reports. Built for the real lab K.D.S. Pathology, Dalsingsarai, where it is used every day.

Windows 10 or 11. The first time, Windows may show a warning because the installer is not yet code-signed: choose "More info", then "Run anyway".

How We Work

Small steps, regular demos, no surprises

"We study how your team really works, prove the idea on one small task, then build and connect it with tests and backups, and support it afterwards. AI is used where it helps and always with a person approving the decisions."

Let's Simplify One Process First

Tell us what slows your team down. We reply within one working day and give you an honest view, including when you don't need us.