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Lean technology, measurable business impact.

AI agents, stablecoin rails and marketplaces, built by an embedded strike team.

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What we build

The integrations and scaling work your own engineers lack the time or niche skills for.

Bespoke AI Agents

Custom agents built, tuned and maintained around how your business actually runs, not generic off-the-shelf bots. Your team hands off the repetitive, high-friction work and moves to higher-impact projects.

  • Agents scoped around your real processes & systems
  • Ongoing tuning, monitoring & maintenance
  • Human-in-the-loop guardrails & oversight
  • Measured by team hours freed & throughput gained

Engagements priced & billed transparently in your local currency.

AI Enablement & Custom “Brains”

Your institutional memory, made searchable and usable: semantic retrieval, proprietary knowledge graphs and agent workflows, not generic AI wrappers.

  • Custom RAG (Retrieval-Augmented Generation)
  • Semantic search & indexing systems
  • Institutional knowledge graphs
  • Workflow automation agent networks

Stablecoin Rails & Digital Payments

Dollar-backed stablecoin settlement and fiat gateways that make cross-border payments and SME treasury faster and cheaper.

  • Low-latency checkout APIs
  • Cross-border settlement systems
  • Fiat-to-stablecoin gateways
  • Automated treasury accounting integrations

Transactional Marketplaces

The heavy lifting behind multi-party transactions: ledger logic, escrow and merchant payouts, designed for SMEs and startups.

  • Multi-tenant transaction ledgers
  • Real-time payout scheduling
  • Escrow and fraud mitigation systems
  • Geofencing & courier routing logistics

Bespoke Developer Tooling

The infrastructure that lets your developers move fast and safely: CI/CD pipelines, package indexes, dependency automation and analytics hooks.

  • Custom development CLI toolchains
  • Package and library index managers
  • Automated dependency monitoring
  • High-performance data pipelines

What the team has shipped

Results from roles our people held before JMKN, credited to who did the work.

84%

Fewer fake orders

Geofencing and real-time courier tracking on Bazaar’s logistics app.

Shahir Shamim

30%

Shorter patient turnaround

An in-house AI automation platform, piloted and deployed end to end.

Shahir Shamim

40%

Faster monthly close

P&L reporting automated with SQL and Google Sheet scripts.

Shahir Shamim

55%

Faster procurement

Task management and procurement workflows, redesigned.

Turab Abbas

Also: a Harvard Business School case study on Bazaar’s B2B lending and payment ledger (Turab Abbas), stablecoin rails and B2B checkout at a16z-backed ZAR (Turab Abbas, on the product team), and “Learning to Boost” for search relevance at Cookpad (M. Hammad Khan).

The JMKN Strike Team

A tight team of domain experts, combining research foundations with execution backgrounds at Expedia, Hastings Direct, and YC-backed fintechs.

Shahir Shamim

Shahir Shamim

Principal Product Consultant & Data Architect

“Bridging business strategy and technical execution through AI enablement and high-impact data pipelines.”

Focus Verticals

AI Product Strategy, Knowledge Graph Infrastructure, B2B Platforms, Operational Pipelines.

Selected Impact Achievements

  • Piloted and deployed an in-house AI automation platform that achieved a 30% reduction in patient turnaround time.
  • Designed and implemented geofencing and real-time tracking for Bazaar’s logistics app, achieving an 84% reduction in fake orders.
  • Automated company P&L reporting using SQL and Google Sheet Scripts, reducing monthly closing times by 40%.
  • Developed custom Python ETL pipelines to automate monthly NHS MHSDS data submissions under strict legislative requirements.

Core Tech Stack

Python SQL Microsoft Fabric PowerBI Docker Figma

Academic Foundation

MSc Economics, University of Warwick, UK
BSc (Honors) Economics, LUMS, PK

How We Deliver

Three rules we don’t bend.

01

Impact-Driven

No code for code’s sake. Everything we ship maps to a client metric: revenue unblocked, cycles cut, transactions completed.

02

Lean Execution

No bloat, no over-engineering, no slow scoping. Clean, pragmatic code in fast, iterative sprints.

03

Scalable by Design

Settlement checkouts, search embeddings, multi-tenant ledgers: built to hold up when demand spikes.

Let’s build something impactful.

Tell us the bottleneck your team is facing. We reply within 24 hours with a plan to fix it, or write to jmkntech@gmail.com.

Official domain jmkn.tech