AI Systems Engineer

Esam Mohammed Jaafar

I take AI products from idea to production — multi-agent orchestration, RAG pipelines, real-time computer vision, and on-device LLM inference. Shipped 30+ projects with 7+ deployed AI systems serving research, enterprise, and consumer use cases.

عربي

Download Resume Get in Touch

GitHub LinkedIn jfr3sam@gmail.com +966 552678806Dhahran, Saudi Arabia

30+

Projects Delivered

Deployed AI Systems

12+

Freelance Clients

Mobile Apps Shipped

Experience

AI Engineer

SDAIA-KFUPM Joint Research Center for AI · Jun 2024 – Present

Current

Architect and deploy AI research systems: YOLOv7 real-time defect detection with RTMP streaming, 8-phase SciBERT NLP pipeline spanning 8 universities, RAG-powered Q&A platforms, and ML evaluation tooling
Build model-serving endpoints, distributed processing pipelines (Celery + Redis), and containerized services using Flask, Django, and Docker — powering student analytics, industrial prediction, and research intelligence

Full Stack AI Platform Developer

Etlaq · Sep 2025 – Present

Current

Engineer AI code generation pipeline: xAI Grok agents (fast/reasoning/title variants) writing and executing code in E2B sandboxes with real-time SSE streaming, nested AI execution, and multi-model routing
Build 90K-token context compacting, credit-based AI consumption tracking, and bilingual admin system (2,000+ Arabic translations) with CI/CD, Drizzle ORM, and production testing

AI & Full-Stack Developer

Freelance · 2024 – Present

Current

Embed AI across 12+ production applications: pgvector recommendation engines with 4-fallback cascade (Gemini embeddings), ElevenLabs real-time voice agents, LLM content generation, and AI-assisted document parsing
Deliver multi-tenant SaaS platforms at scale — 40+ tables, 113 SQL migrations, webhook-driven payments (Stripe, Moyasar), and bilingual Arabic/English interfaces for Saudi enterprise clients

AI Product Engineer

Independent · 2024 – Present

Current

Ship AI-first products end-to-end: multi-agent design generators, LLM streaming/evaluation platforms, RAG conversational assistants, on-device LLM mobile finance apps, and AI-powered document converters

Projects

Work(6)

Student Analytics Platform (Sanad)

Learning analytics dashboard with ML risk predictions and interactive data visualization for university advisors

FastAPIReactTerraformAzure

KFUPM MAP — NLP Research Intelligence

8-phase SciBERT NLP pipeline with fuzzy matching, VOSviewer network visualization spanning 8 universities and Scopus API

FlaskCelery/RedisSciBERTD3.js

PV-Panels Defect Detection

YOLOv7 real-time defect detection on live RTMP video with CUDA/CPU auto-detection and analytics dashboard

DjangoYOLOv7/PyTorchFFmpegDocker

JRC-DOMS

Token-based project management with Nginx URL masking, JWT admin auth, and Docker multi-service deployment

ReactExpressPrismaNginx

GitHub Commits Analyzer

Batch GitHub activity analysis via GraphQL API with Excel/CSV upload, progressive processing, and XLSX/PDF export

Next.js 16GitHub GraphQLTypeScript

Research Event Design

Professional print-optimized HTML/CSS poster designs for SDAIA-KFUPM workshops and research conferences

HTML5CSS3SVGPrint Design

Freelancing(12+)

Project details are confidential under client NDA agreements. Below is a statistical summary of the work delivered.

12+

Projects Delivered

40+

Database Tables

113

SQL Migrations

Payment Integrations

Domains

E-Commerce & RetailRecruitment & HRLogistics & WarehousingAI & Developer ToolsTraining & EducationContract & LegalEvents & MarketingVoice AI & Marketplaces

Technologies Used

Next.js 14–16React 19TypeScriptSupabasePostgreSQLStripeMoyasarZoom Video SDKElevenLabsExpopgvectorDrizzle ORMPuppeteerTailwind CSSFramer Motion

Personal(12)

MoniFi

Offline-first finance app with on-device LLM (llama.rn) for SMS parsing, Turborepo monorepo, and push notifications

Expo SDK 54llama.rnNext.js 15Supabase

aiLab

Multi-model LLM evaluation platform — stream 10 concurrent models with TTFT/throughput/cost telemetry and evaluation marketplace

Next.js 16OpenRouterSSESupabase

DesignRef

Unified design systems reference (Apple HIG, Material, Fluent) with Three.js hero and custom GLSL shaders

Next.js 16Three.jsGLSLCSS Variables

Palette AI

7-node LangGraph multi-agent pipeline generating 95+ WCAG design systems with Figma sync, voice input, and 60-page PDF exports

Next.js 15LangGraphFigma APIWhisper

mdTOpdf

Markdown-to-PDF converter with CodeMirror 6 editor, AI editing, 10 cover page designs, and Puppeteer rendering

Next.js 15CodeMirror 6PuppeteerOpenRouter

Quadrop

Connect Four mobile game with minimax + alpha-beta pruning AI, Reanimated animations, and haptic feedback

Expo SDK 54Minimax AIReanimatedTypeScript

Portfolio RAG Assistant

RAG pipeline with LangChain.js — query rewriting, ChromaDB vector search, GPT-4o-mini generation, and usage analytics

Next.js 15LangChain.jsChromaDBSupabase

PartnersHub (نسبة)

Arabic RTL affiliate marketing platform with PWA offline support, granular field-level permissions, and commission tracking

ViteReactSupabaseWorkbox PWA

Ibdaa (إبداع)

AI theme generator producing 60-color design systems (11 shades per color) with 4 generation modes and WCAG 95+ scores

Next.js 15OpenAI/GroqSupabase AuthJest

npm Template (create-esamjaafar-next-app)

Published CLI generator for production-ready Next.js 15 projects with interactive feature selection and configuration-first architecture

Node.js CLINext.js 15npm PublishingTypeScript

AqlPlay

Cross-platform educational board game — web (Vite + React) and mobile (Flutter) with bilingual Arabic/English support

ViteReactFlutteri18next

ModelForgeHub

ML model management platform with Django backend — manage, train, and deploy models with marketplace distribution

DjangoReactPythonML Pipeline

Technical Skills

AI & Machine Learning

LangGraphLangChain.jsOpenAI APIAnthropic APIOpenRouterxAI GrokVercel AI SDKChromaDBFAISSpgvectorscikit-learnXGBoostYOLOv7PyTorchSciBERTElevenLabsWhisperllama.rn

Frontend Development

Next.js 14–16React 19TypeScriptViteTailwind CSSRadix UI / shadcnFramer MotionZustandTanStack Query

Backend Development

FastAPIFlaskDjangoNode.js / ExpressNext.js API RoutesCeleryRedisPostgreSQLSupabaseDrizzle ORMPrisma

Mobile Development

React NativeExpo SDK 52–54FlutterReanimated

DevOps & Infrastructure

DockerTerraformGitHub ActionsVercelEASNginxElectron

Payments & Integrations

StripeMoyasarZoom Video SDKE2BFigma APIScopus APIResend

Education & Awards

Bachelor of Science, Computer Science

King Fahd University of Petroleum and Minerals (KFUPM) · August 2018 – January 2024

2023

Mawhiba Excellence Medal

Mawhiba Foundation