Amitesh Garg, AI product builder, Dubai 2026
Available, 2026
Dubai
Available, 2026, Dubai

Senior PM.
AI-native operator.

I ship AI products end to end. Right now I'm architecting agentic systems, RAG pipelines, and LLM eval frameworks at LMNTO Performance. Seven years across AI, crypto, and DePIN. I spend as much time in the production codebase as the roadmap.

Looking for senior AI strategy or product roles where shipping beats slides.

See what I've shipped
Amitesh Garg, AI product builder, on a Dubai Marina balcony, 2026

Now

Updated May 2026
  • ·Building agentic AI pilots at LMNTO Performance. Jira workflow agents, QA testing agents, dev copilots. I write the code, not just the spec.
  • ·Working on LLM evaluation frameworks. Ground-truth benchmarks, regression suites for output quality, OKRs that track real adoption.
  • ·Deploying market-making bot infra with real-time signal processing. Also coordinating a DePIN software product (15% communications efficiency lift).
  • ·Driving a full crypto exchange revamp. 30% faster, 25% higher user satisfaction.
  • ·Reading: latest LangChain and Anthropic research on long-horizon tool use and agent memory.

Selected work

5 shipped

Live products and flagship engagements. Three of these are public, you can try them today.

FI9D Trade fi9d.com ↗ Builder · End-to-end

AI Polymarket signal-intelligence platform. Real-time pipelines tracking 1,200+ prediction markets, whale detection, 73%+ confidence-scored signals across politics, finance, crypto, sports.

AgenticRAGCryptoPython
2025
→
VisionHQ AI visionhq.ai ↗ Builder · End-to-end

AI visual-commerce platform: ad creative generation, model swapping, virtual try-on for fashion and e-commerce brands. Built end-to-end from generative pipelines to brand UI and cloud infra.

GenAIVisionTypeScript
2024–25
→
Khairos khairos.ai ↗ Tech Lead

Multi-tenant AI agency platform: chatbots, voice bots, email and social automation, video creation. I led tech end-to-end (architecture, build, ship). Live in Italian and Portuguese markets. GTM costs cut 45%, timelines 30%.

Multi-tenantKubernetesLLM
2024
→
Precise Communications · AI transformation PM & AI Transformation Lead

Proposed, architected, and shipped a company-wide AI rollout from scratch. Voice bots (Twilio, SIP, WebSockets), RAG email automation with HITL approval, MCP infra across 3 enterprise verticals. Workforce requirements cut 35%.

RAGMCPVoicen8n
2025
Gafah · contract & payments AI Technical Manager

AI automation for contract vetting, proposal generation, legal-term analysis. Kafka microservices cut processing 50%. Architected a CEX+DEX payment ecosystem (Ethereum, Solana, Binance, Tron) with PEP3 compliance.

KafkaCryptoLLM
2023–25

Stack

Agentic AI / LLMs OpenAI · Llama · Hugging Face · LangChain · MCP · RAG pipelines · Vector stores (Chroma, Supabase Vector) · Fine-tuning · Tool calling · Prompt engineering
AI evaluation & observability LLM eval frameworks · Ground-truth benchmarking · HITL approval workflows · Confidence scoring · Regression testing for LLM outputs
Cloud infrastructure AWS · GCP · Docker · Kubernetes (cluster design, autoscaling) · Nginx · Caddy · DigitalOcean · CI/CD · Reverse-proxy
Backend & data Python · Node.js · TypeScript · Go · Rust · Kafka · PostgreSQL · MongoDB · REST · WebSockets
Automation & voice n8n · Zapier · Twilio · SIP · WebSockets · Email + social automation
Product leadership Enterprise AI roadmapping · Customer-facing transformation · Cross-functional leadership · Agile/Scrum · OKR delivery · Hiring

Experience

7+ years · 6 roles
Nov 2025 — Present Dubai, UAE
Senior Product Manager — AI & Agentic Systems · LMNTO Performance
  • ·Architecting and coding agentic AI pilots end-to-end. Jira workflow automation agents, QA testing agents, dev co-pilots. Shipping in the production codebase alongside leading product strategy.
  • ·Designed LLM evaluation frameworks for agentic QA pipelines: ground-truth benchmarks, regression suites for output quality. Established OKRs tracking agentic AI adoption across engineering.
  • ·Deploying market-making bot infrastructure with real-time signal processing. Coordinating a DePIN software product (15% comms efficiency boost).
  • ·Driving a full crypto exchange revamp. 30% speed improvement, 25% lift in user satisfaction.
Feb 2025 — Nov 2025 Dubai, UAE
PM & AI Transformation Lead · Precise Communications
  • ·Proposed, architected, and shipped a company-wide AI transformation from scratch: voice bots (WebSockets, Twilio, SIP), chatbots with web and social integrations, RAG-powered email automation with HITL approval and evaluation checkpoints.
  • ·Architected and deployed production LLM infra across client verticals: RAG with Chroma, tool-calling agents, on-prem LLMs, n8n orchestration. Cut prototype timelines 40% and workforce requirements 35%.
  • ·Implemented MCP infrastructures for RFP extraction, niche AI agents, and media production automation across 3 enterprise client verticals.
  • ·Drove AI vibe-coding adoption across engineering. A further 20% off dev timelines. Embedded AI tooling into media and ops from a standing start.
Apr 2023 — Feb 2025 Dubai, UAE
Technical Lead — AI & Blockchain · Blockliz
  • ·Hands-on technical lead at a blockchain and AI SaaS company. Coding across Python, Solidity, Node.js, React, Rust.
  • ·Fine-tuned LLMs with tool-calling and RAG (OpenAI, Llama). Deployed MCP infra cutting client workforce requirements 15%+ per engagement.
  • ·Shipped enterprise AI end-to-end: forex bots, crypto trading systems, staking and lending platforms, smart-contract audit pipelines (20+ bugs per engagement on average).
Oct 2023 — Feb 2025 Dubai, UAE
Technical Manager · Gafah
  • ·Built AI automation for contract vetting, proposal generation, and legal-term analysis. Kafka microservices cut processing time 50%.
  • ·Architected a hybrid (CEX + DEX) crypto payment ecosystem with real-time tracking and PEP3 compliance. Node.js, Ethereum, Solana, Binance, Tron.
  • ·Hired and led the dev team. POC delivered 3 weeks ahead of schedule. 30% lift in team productivity and ownership.
Nov 2022 — Apr 2023 Abu Dhabi, UAE
Blockchain Developer · Finstreet
  • ·Built a private-equity management platform on a private blockchain (GETH). Developed crowdfunding and token smart contracts in Solidity.
  • ·AWS deployment pipelines and microservice parallelisation. Agile/Scrum biweekly cycles.
Aug 2021 — Jun 2022 Bangalore, India
Associate Developer · Sabre
  • ·Contributed to Fares Optimizer, an industry-first dynamic fare-recommendation engine. Architected fault tolerance and APIs. Lifted test coverage to 90%.
  • ·Cut cloud hosting cost 10% via Lambda optimisations. Helped migrate single-tenant to multi-tenant architecture.

Education

May 2025 — Present Hybrid · Dubai / London
Executive MBA (Hybrid)
Hult International Business School · In progress

Focus on business strategy, leadership, and global markets. Pairs with seven years of hands-on AI and product execution to round out an AI-strategy lens, the why and the how of shipping AI inside enterprise businesses.

2017 — 2021 Patiala, India
B.E. Computer Engineering
Thapar Institute of Engineering & Technology · NIRF #28 · CGPA 9.38

Research: real-time weapon detection using AI and GANs. Iris recognition. Self-directed: Deep Learning Specialization (deeplearning.ai). Neural networks, CNNs, GANs, RNNs, object detection.

Certifications & patents
  • ·Deep Learning Specialization. deeplearning.ai
  • ·Sumo Logic Fundamentals Certified (SIEM)
  • ·Patent. Fingerprint-Based Duplicate Detection in Data Using Bloom Filters. Dec 2020

Bio

I'm Amitesh Garg, a senior product manager and hands-on AI builder based in Dubai. I've spent seven years designing production AI systems at the intersection of LLM engineering, agentic orchestration, and enterprise infrastructure.

I started at Sabre on the Fares Optimizer engine, then moved into blockchain at Finstreet and Gafah. From 2023 onward I've been all-in on AI: leading the LLM, RAG, and agent stack across enterprise engagements, then architecting a company-wide AI transformation at Precise Communications. Voice bots, RAG email automation with human approval, MCP across three enterprise verticals.

On the side I've shipped three live AI products: FI9D Trade (Polymarket signal intelligence, 1,200+ markets, 73%+ confidence accuracy), VisionHQ AI (visual commerce for fashion), and Khairos (multi-tenant AI agency platform live in IT and PT markets).

Today I'm at LMNTO Performance as Senior PM for AI and agentic systems, in the production codebase as much as the roadmap. I'm looking for Solutions Architect or senior AI product roles where the bias is toward shipping. Particularly LangChain Professional Services, agentic platform teams, or AI-native startups.

Get in touch

I reply to every email. Best for: Solutions Architect, AI strategy, senior AI PM roles, agentic-system consulting, and interesting builds where shipping matters more than slides.