I build production GenAI systems that ship.
LLM building & fine-tuning, RAG systems, MCP servers, and multi-agent orchestration with LangChain, AutoGen, Semantic Kernel, CrewAI & Google ADK.
10x productivity. 10x lower cost. 3x revenue.
10x Faster
Workflows completed in seconds
10x Lower Costs
Automate repetitive tasks
3x Revenue
Scale without scaling overhead
My Research & Engineering Stack
The frameworks, platforms, and models I engineer production AI systems with — and use to advance research and train the next generation of builders.
DELIVERING 10X ROI FOR INDUSTRY LEADERS — INCLUDING BFSI
A Decade of AI Excellence.
We don't just build chatbots. We build autonomous systems that objectively outperform human teams on speed and cost.
Operational Expenses
Before AI
$50,000 / mo
With RR AI
$5,000 / mo
Processing Speed
Before AI
48 Hours
With RR AI
2 Minutes
Revenue Scalability
Before AI
Linear Growth
With RR AI
Exponential
The "10x" Standard
Most AI implementations fail because they focus on "efficiency" instead of "replacement." We design AI systems that function as **Digital Employees**—handling everything from complex data reconciliation to 24/7 customer sales without human intervention.
Task Accuracy
Autonomous Uptimer
Ruthran Raghavan
Chief AI Scientist
Chief AI Scientist with 15+ years of experience architecting, developing, and deploying enterprise-grade Artificial Intelligence systems that transform how organizations operate, innovate, and scale. Specialized in Generative AI, Large Language Models (LLMs), and intelligent automation systems that enable advanced reasoning, decision-making, and autonomous workflows.
Core Expertise
Professional Experience
Chief AI Scientist
HERE AND NOW AI | 2018 – Present
- Serving BFSI clients — Canara Bank, Bajaj Life, and NPCI — with secure, compliance-aware AI systems.
- Architected 180+ autonomous AI agents for finance, healthcare, and education.
- Expert use of Claude Code across the stack — React/Angular/Next.js frontends, Java/Node.js/Python backends, and QA/test automation.
- Built LangGraph systems handling complex workflows with state & memory.
- Mastered agent harness engineering, multi-agent orchestration, and loop engineering via OpenClaw and Hermes; now building a proprietary harness.
- Designed global MCP servers for tool and context sharing across agents.
- Delivered enterprise AI on Microsoft PowerApps and Microsoft Foundry — deployment, fine-tuning, RAG, and guardrails.
Head - Artificial Intelligence
Tellestia | 2023 – Present
- Leading AI integration into enterprise middleware and API-driven ecosystems, transforming integration layers into intelligent, context-aware systems.
- Designing RAG architectures that unify data across enterprise systems for real-time insights and decision-making.
- Building and orchestrating multi-agent AI systems with LangGraph for autonomous workflow execution and intelligent API orchestration.
- Leading development of MCP servers and clients to standardize LLM-to-enterprise-system communication.
Data & Cognitive Scientist
HERE AND NOW - The Language Institute | 2011 – 2018
- Pioneered AI integrations in French language education with adaptive learning models, increasing course retention by 30%.
- Designed AI-powered platforms for dynamic language content creation, improving engagement rates by 50%.
- Automated administrative functions and built AI-powered performance tracking tools, contributing to a 25% increase in student success rates.
Core AI Capabilities
Deep, hands-on expertise across the full generative AI stack.
AI Services & Automation
We don't just sell software. We deliver measurable business outcomes powered by the world's most advanced AI models.
AI Employees
Specialized agents for HR, Marketing, and Accounting roles that operate 24/7.
AI Agents Building Services
State-of-the-art agentic workflows using LangGraph, Python, and advanced RAG.
AI Chatbots
Advanced sales and support chatbots that qualify leads and resolve tickets.
MCP Servers Development
Connecting LLMs to your local data and tools via Model Context Protocol.
AI Automation Services
Bespoke workflows connecting disparate business systems and legacy tools.
No-Code/Low-Code
Rapid deployment for non-technical teams using leading AI platforms.
Autonomous Agents
Agents that can plan and execute multi-step business goals independently.
Claude Code for Dev & QA
Full-stack delivery with Claude Code — React, Angular, Next.js, Java, Node.js, and Python — plus AI-driven test case generation and QA automation.
Agent Harness Engineering
Mastery of harness engineering, multi-agent orchestration, and loop engineering via OpenClaw and Hermes — now building a proprietary harness for enterprise memory, tools, and observability.
Enterprise AI Platforms
Microsoft PowerApps for rapid business apps, and Microsoft Foundry for model deployment, fine-tuning, RAG, and guardrails in governed environments.
Unlock 10x Operational
Efficiency.
Stop wasting human intelligence on repetitive tasks. Our autonomous agents handle the friction while you focus on high-impact strategy.