AI & MLOps Engineer

Building Intelligent
Systems

Autonomous agents, voice AI, computer vision, and MLOps infrastructure —turning cutting-edge models into high-performance products.

Available for new projects
ai-engineer — zsh
LIVE
scroll
Capabilities

AI & MLOps Stack

The tools I actually ship with — curated from real production projects.

Agent Frameworks

LangGraphLangChainLlamaIndexLiveKit Agents

LLM & AI APIs

OpenAIGeminiMistral AIDeepgramCartesia TTS

ML / Computer Vision

PyTorchCLIPYOLO / RoboflowSuperPoint / RANSACHugging Face

MLOps & Infra

DockerFastAPIFAISS / AnnoyPineconePostgreSQLRedis

Languages & Cloud

PythonTypeScriptAWS (EC2, S3, Lambda)Google Cloud

Frontend & Interfaces

React / Next.jsReact NativeThree.js
Selected Work

Project Log

A timestamped record of autonomous agents, end-to-end AI products, computer vision architectures, and robust data systems.

Agents & LLMs

Autonomous AI systems — sequential pipelines, voice agents, and RAG architectures that go far beyond simple API wrappers.

AI Stock Screening Agent

Sequential 4-phase autonomous agent: macroeconomic context → fundamental screening → technical triggers → catalyst validation. Delivers ranked shortlist with rationale.

LangGraphKimi K2PythonOpenClawWhatsApp

Voice AI Invoice Generator

Voice AI assistant for generating invoices through natural language. Real-time turn detection, STT, TTS pipeline with LiveKit.

LiveKit AgentsOpenAIDeepgramCartesiaDocker

DesertVoice: Arabic RAG Agent

Voice-enabled customer support in Saudi dialect Arabic. Combines RAG with real-time audio using Gemini embeddings, Annoy ANNS, and LiveKit for low-latency streaming. Features dynamic knowledge base updates and Next.js frontend with waveform visualization.

PythonLiveKitGemini 2.0 FlashAnnoyNext.jsArabic NLP

Arabic Customer Support RAG Voice Agent

Sophisticated RAG voice agent for Arabic customer support (Saudi dialect). Voice-first interaction via LiveKit, vector search with Annoy for context retrieval, Gemini text-embedding-004 for 768-dim embeddings. Features a search_support_docs function-calling tool and dynamic knowledge base updates via file upload.

PythonLiveKit AgentsGemini 2.0 FlashAnnoyRAGNext.jsArabic NLP

End-to-End AI Products

Production-ready systems where AI is deeply wired into the product's core logic. From geometric computer vision pipelines to multi-modal content generation.

FloorPlan Pro 3D

Full-stack 2D→3D floor plan converter. AI detects walls, doors, windows via Roboflow. Three.js interactive 3D editor.

FastAPIReactThree.jsRoboflowPostgreSQL

AI Exam Management System

Mistral AI integration for intelligent question generation from OCR'd PDF/Word docs. Multi-mode: AI, Question Bank, Manual. Arabic RTL support.

Node.jsExpressMistral AIOCRPostgreSQL

AI Medical Competency Manager

Manages medical staff competencies with Mistral AI analysis. Full-stack with Drizzle ORM and comprehensive database tracking.

Express.jsReactMistral AIDrizzle ORMTailwind

Neuro-Canvas: Visual NN Architect

AI-powered visual code generator for neural networks. Drag-and-drop model building with PyTorch/TensorFlow code export.

React FlowViteGeminiOpenAINode.js

Computer Vision

Building systems that see and understand — from semantic image search to real-time object detection in production pipelines.

VisualVoyager: Advanced Visual Search Engine

VisualVoyager: Advanced Visual Search Engine

High-performance image search integrating state-of-the-art CV models. Two-stage pipeline: CLIP + SuperPoint global features → FAISS ANN index, then ORB + RANSAC geometric reranking. Also supports Meta's Perception Encoder (PE-Core-L14-336) with smart directory caching and diversity re-ranking.

PythonFastAPICLIPSuperPointFAISSRANSACMeta PE

Systems & APIs

From robust data pipelines to real-time dashboards and scalable distribution layers — the engineering backbone that keeps AI products running flawlessly.

ResponsePlus Medical Dashboard

ResponsePlus Medical Dashboard

Interactive dashboard for visualizing employee data, locations, and project assignments across regions for a medical services company.

PythonDashPlotlyPandasGunicorn

Pharmacy Management System

Core pharmacy platform: RESTful API, inventory management database, and mobile integration support.

Node.jsExpressDrizzle ORMReactPostgreSQL

Radaar El Dawa: Mobile App

Mobile app for searching drug availability, placing orders, and real-time pharmacy communication.

React NativeExpoNativeWindTanStack Query
Ali Radwan
About

About>Who am I?

I engineer AI systems that work in the real world. My background spans autonomous agents, voice pipelines, computer vision, and scalable ML infrastructures. I care obsessively about the gap between a fragile notebook demo and a resilient deployed product — and I close it.

AI AgentsLangGraph, ReAct, multi-step autonomous pipelines
Voice AILiveKit, Deepgram STT, Cartesia TTS, real-time pipelines
Computer VisionCLIP, YOLO, SuperPoint, semantic + geometric search
Data & RAGVector stores, embeddings, retrieval-augmented generation
MLOps & InfraModel deployment, FastAPI, Docker, cloud architecture
InterfacesReact, Next.js, Dashboards, visual data interactions
Let's Work Together

Ready to Build?

Looking to bring AI into your product? Let's talk about agents, pipelines, or anything in between.

Email

I respond within 24 hours.

WhatsApp / Call

Available all week for calls or messages.

Pick a time that works for you

© 2026 · Built with Next.js, Three.js, LangGraph vibes & Framer Motion