AI Manager — Research & Empowerment
· Synergy Capital · Dubai
AI Manager at Synergy Capital (DFSA-regulated, Dubai). Self-hosted LLM infrastructure, agentic workflows, and the investment research they power. Eleven years across AI, engineering, and finance.
Self-hosted open-weight LLM stack for a regulated investment firm: streaming inference, model routing across self-hosted and hosted APIs, RAG over research and market documentation. Owned architecture, GPU sizing, procurement, and rollout end-to-end.
Internal copilots and multi-step agent workflows that extract, structure, and QC financial data — built on Claude Code with MCP server integrations, multi-agent coordination, and session management.
Interactive value screen scoring ~3,500 large-cap liquid equities from S&P Capital IQ on a six-criteria model, plus weekly momentum and drawdown screening that drives the firm's idea pipeline.
Production platforms and client portals the firm runs on — from user needs through interface design to deployment — with infrastructure managed across four group entities.
Visual briefings and infographics across sectors — ASEAN steel, DRC mining, lithium and DLE, space & defence equities, semiconductor supply chains — designed for instant executive consumption.
Produced and fact-checked the firm's inaugural ESG Monitor publication, alongside FX and macro analysis spanning NDF market structure, rate expectations, and prediction markets.
Synergy Capital · Dubai, UAE
Synergy Capital · Dubai, UAE
DFS Group (LVMH) · Hong Kong
ATI Limited · Bangkok, Thailand
LWIS Group — Philadelphia Private School · Dubai, UAE
Ericsson · Bangalore, India
On data centres, general engines, and who gets to check the answer.
From debugging microcontrollers to appreciating what LLMs really are.
48 hours on the 1-minute chart, and what the market structure does to the undercapitalised.
The constant is compute; what changed is where value accrues.
Optimise for learning velocity, not the offer.
Three things most organisations never separate clearly.
More on LinkedIn — AI, markets, and the occasional chess game.
Open to conversations about AI infrastructure, agentic systems in regulated environments, and research tooling — in Dubai, Abu Dhabi, or remote.