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Sunil Kumar

CEO at Ailoitte | Solutions Architect helping teams build AI-native products with copilots, agentic workflows, and embedded ML features that are production-ready from day one.

Location India | Global Projects Joined Joined on  Email address info@ailoitte.com Personal website https://www.linkedin.com/in/sunilkumar707/

Education

M.Tech in Artificial Intelligence

Pronouns

He / Him

Work

CEO at Ailoitte

Agentic AI Development Companies in India Actually Shipping in Production (2026)
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Agentic AI Development Companies in India Actually Shipping in Production (2026)

#ai #productivity #machinelearning #startup
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4 min read

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How to Build an AI Support Agent That Actually Resolves Tickets
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How to Build an AI Support Agent That Actually Resolves Tickets

#ai #startup #machinelearning #productivity
1
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4 min read
AI on Legacy Systems - What the Integration Layer Actually Looks Like
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AI on Legacy Systems - What the Integration Layer Actually Looks Like

#career #ai #machinelearning #softwareengineering
2
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3 min read
What Does an Investor-Grade AI Demo Actually Require - and What Can You Skip?
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What Does an Investor-Grade AI Demo Actually Require - and What Can You Skip?

#ai #startup #machinelearning
1
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2 min read
Shipping AI Features When Headcount Is Frozen, What Is Actually Working
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Shipping AI Features When Headcount Is Frozen, What Is Actually Working

#ai #machinelearning #productivity #saas
1
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2 min read
$300K vs $60K: The AI Engineer Hiring Gap and Why It Won't Last
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$300K vs $60K: The AI Engineer Hiring Gap and Why It Won't Last

#webdev #career #ai #machinelearning
1
Comments
2 min read
From 62% to 94% RAG Accuracy: The 5 Architecture Changes That Actually Moved the Needle
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From 62% to 94% RAG Accuracy: The 5 Architecture Changes That Actually Moved the Needle

#rag #llm #ai #machinelearning
1
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8 min read
How to Technically Audit a Vendor's AI System - What's Actually Running Under the Hood
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How to Technically Audit a Vendor's AI System - What's Actually Running Under the Hood

#ai #python #security #machinelearning
1
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4 min read
EU AI Act Technical Compliance - What Your Engineering Team Needs to Build Before August 2026
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EU AI Act Technical Compliance - What Your Engineering Team Needs to Build Before August 2026

#ai #webdev #python #security
1
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6 min read
4 Engineering Patterns That Cut AI Inference Costs 60–80% Without Touching Output Quality
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4 Engineering Patterns That Cut AI Inference Costs 60–80% Without Touching Output Quality

#ai #webdev #python #machinelearning
1
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5 min read
How to Build a Secure Internal AI Assistant That Your Security Team Will Actually Approve
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How to Build a Secure Internal AI Assistant That Your Security Team Will Actually Approve

#webdev #ai #python #security
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4 min read
Why Multi-Agent Systems Break in Production, and the 5 Architecture Patterns That Prevent It
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Why Multi-Agent Systems Break in Production, and the 5 Architecture Patterns That Prevent It

#ai #webdev #python #llm
5
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4 min read
A Technical Framework for Deciding Which Business Workflows to Automate with AI First
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A Technical Framework for Deciding Which Business Workflows to Automate with AI First

#ai #productivity #webdev #startup
1
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3 min read
How We Build Production-Grade AI MVPs in 8 Weeks: The Technical Sprint Framework
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How We Build Production-Grade AI MVPs in 8 Weeks: The Technical Sprint Framework

#productivity #ai #webdev #startup
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4 min read
Why Startups Are Beating FAANG at AI Shipping Speed: It's Not About Hiring More ML Engineers
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Why Startups Are Beating FAANG at AI Shipping Speed: It's Not About Hiring More ML Engineers

#ai #machinelearning #career #productivity
1
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3 min read
Why AI Systems Break in Production (And the 5 Architecture Decisions That Prevent It)
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Why AI Systems Break in Production (And the 5 Architecture Decisions That Prevent It)

#ai #machinelearning #architecture #webdev
1
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4 min read
Building Model-Agnostic AI Architecture: The Pattern That Future-Proofs Your System
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Building Model-Agnostic AI Architecture: The Pattern That Future-Proofs Your System

#ai #architecture #webdev #typescript
1
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3 min read
Token Cost Optimization in Production LLMs: 3 Approaches With Real Numbers
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Token Cost Optimization in Production LLMs: 3 Approaches With Real Numbers

#ai #llm #devops #performance
1
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4 min read
Why RAG Pipelines Fail at Production Scale (And What We Fixed)
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Why RAG Pipelines Fail at Production Scale (And What We Fixed)

#ai #mlops #architecture #devops
1
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4 min read
How We Ship Production AI in 12 Weeks: The Architecture That Actually Works
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How We Ship Production AI in 12 Weeks: The Architecture That Actually Works

#ai #architecture #devops #machinelearning
1
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3 min read
Why Your $600K AI Hiring Cycle Is Costing You More Than Just Money
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Why Your $600K AI Hiring Cycle Is Costing You More Than Just Money

#ai #machinelearning #devops #career
1
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3 min read
Why AI-Native Engineers Move Faster
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Why AI-Native Engineers Move Faster

#ai #nativeengineer #programming
1
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5 min read
Ailoitte’s AI Velocity Pods
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Ailoitte’s AI Velocity Pods

#aipods #aivelocitypods #ailoitte #ai
1
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8 min read
OpenAI Loses 1.5M Subscribers in 48 Hours After Altman Deal
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OpenAI Loses 1.5M Subscribers in 48 Hours After Altman Deal

#openai #opensource #ai #programming
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1 min read
Memory-First AI Agents: A Strategic 90-Day Enterprise Growth Plan
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Memory-First AI Agents: A Strategic 90-Day Enterprise Growth Plan

#ai #agents #programming
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2 min read
This playbook Tackles the Biggest Problem with AI Agents
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This playbook Tackles the Biggest Problem with AI Agents

#ai #agents
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3 min read
Our AI Agent Continues to Evolve. Does Yours?
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Our AI Agent Continues to Evolve. Does Yours?

#ai #agents #programming
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2 min read
AI tools are becoming a “quiet teammate” for side hustlers
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AI tools are becoming a “quiet teammate” for side hustlers

#ai #aitools #webdev #programming
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2 min read
AI may become more powerful than its creator
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AI may become more powerful than its creator

#ai #agents #programming
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1 min read
Alphabet raises over $30B in bonds to fund its AI buildout - what it signals for India’s AI ecosystem
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Alphabet raises over $30B in bonds to fund its AI buildout - what it signals for India’s AI ecosystem

#ai #development #alphabet
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4 min read
GPT-5.3-Codex: What It Means for Developers & AI Workflows
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GPT-5.3-Codex: What It Means for Developers & AI Workflows

#code #developers #ai
1
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2 min read
Big Tech Set to Invest Roughly $650B in AI Computing Infrastructure in 2026
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Big Tech Set to Invest Roughly $650B in AI Computing Infrastructure in 2026

#ai #bigtech #development
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2 min read
India’s Rising AI Power-Explained for Tech & Innovation Readers
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India’s Rising AI Power-Explained for Tech & Innovation Readers

#ai #programming
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2 min read
AI Disruption Fears Shake Software Stocks Again: What Jim Cramer’s Strategy Signals for Tech
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AI Disruption Fears Shake Software Stocks Again: What Jim Cramer’s Strategy Signals for Tech

#ai #software #softwaredevelopment
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2 min read
OpenClaw, Moltbook, and the Real Risks of Autonomous AI Agents
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OpenClaw, Moltbook, and the Real Risks of Autonomous AI Agents

#openai #ai #agents #openclaw
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2 min read
AI Investment in India Is Set to Rise 75.6%—Are We Ready to Scale It?
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AI Investment in India Is Set to Rise 75.6%—Are We Ready to Scale It?

#ai #investment
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2 min read
Claude Code Is Proving That AI Coding Tools Can Be Real Businesses
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Claude Code Is Proving That AI Coding Tools Can Be Real Businesses

#ai #coding #webdev
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2 min read
Half of Developers Think Generative AI Is Bad for the Gaming Industry
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Half of Developers Think Generative AI Is Bad for the Gaming Industry

#programming #developer #ai
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1 min read
Amazon in Talks to Invest Up to $50 Billion in OpenAI, Report Says
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Amazon in Talks to Invest Up to $50 Billion in OpenAI, Report Says

#openai #ai
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2 min read
India’s rising AI power: Turning promise into practical solutions
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India’s rising AI power: Turning promise into practical solutions

#ai #ainews
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1 min read
I’m attending the AWS AI Conclave 2026
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I’m attending the AWS AI Conclave 2026

#discuss #webdev #programming #aws
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1 min read
95% of AI Pilots Fails, so here is how you can build the other 5%
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95% of AI Pilots Fails, so here is how you can build the other 5%

#webdev #ai #googleaichallenge #mvp
3
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1 min read
Claude Is Quietly Winning the AI Game!
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Claude Is Quietly Winning the AI Game!

1
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1 min read
Best Platforms to Hire a Dedicated Software Development Team in 2026
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Best Platforms to Hire a Dedicated Software Development Team in 2026

#hirededicatedteam #hirededicateddeveloper #ailoitte
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5 min read
Key Features That Define a Successful Mobile App in 2026
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Key Features That Define a Successful Mobile App in 2026

#mobile #softwaredevelopment #software
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3 min read
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