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dawarazhar11/README.md

I design APIs, architect multi-agent systems, and deploy production automation β€” not wrappers, not prototypes.

LinkedIn OhmFrame AI GitHub Email


πŸš€ About Me

Senior Python Engineer with 7+ years shipping production systems across AI agents, API development, automation, and data engineering. MS in Manufacturing Engineering from UET Lahore.

  • πŸ—οΈ Founded OhmFrame AI β€” live engineering AI platform with 5 production agents powered by Claude API
  • πŸ€– AI Agent Architect β€” multi-agent pipelines with CrewAI, LangChain, RAG, and vector search (Qdrant/ChromaDB)
  • πŸ”Œ API Developer β€” FastAPI/Flask backends with OAuth2, WebSocket, async job queues β€” I build APIs, not wrap them
  • πŸ‘οΈ Computer Vision β€” YOLOv8 + TensorRT on Jetson Nano, ZED2i stereo depth, ultrasonic sensor fusion
  • ⚑ Automation β€” Selenium/Playwright with proxy rotation, anti-bot handling, and 24/7 unattended operation
  • πŸ“ Based in Lahore, Pakistan Β· Open to remote worldwide Β· Global exposure across 10+ countries

πŸ› οΈ Tech Stack

Python FastAPI Flask Celery OAuth2 JWT WebSocket

Claude API OpenAI LangChain CrewAI

PostgreSQL MongoDB Redis Snowflake Qdrant

YOLOv8 OpenCV TensorRT PyTorch

Selenium Playwright Airflow Docker AWS GitHub Actions


πŸ“Œ Featured Projects

🧠 OhmFrame AI β€” Engineering AI Platform LIVE

5 production autonomous agents built on Claude API serving hardware startups: FMEA Generator, DFM Analyzer, FAIR Inspection (OpenCV, Β±1mm accuracy), YOLO CV pipeline (Blender β†’ CoreML β†’ iOS), and a Tauri desktop Copilot. Plus AI-powered diagram generation, tolerance stackup, cost estimation, and patent search.

graph LR
    A["User Request"] --> B["FastAPI Backend"]
    B --> C{"Agent Router"}
    C --> D["FMEA Generator"]
    C --> E["DFM Analyzer"]
    C --> F["FAIR Inspection"]
    C --> G["YOLO CV Pipeline"]
    C --> H["Copilot Agent"]
    C --> P["Diagram / GDT / Cost"]
    D --> I["Claude API"]
    E --> I
    F --> I
    P --> I
    F --> J["OpenCV / ArUco"]
    G --> K["YOLOv8 / CoreML"]
    B --> L[("PostgreSQL")]
    B --> M["Docker / CI-CD"]
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Python FastAPI Claude API OpenCV YOLOv8 Tauri Rust Docker PostgreSQL Next.js


πŸ›’ Bolee β€” AI-First Classifieds Marketplace MVP DELIVERED

Dual-mode marketplace: Talab Mode (reverse β€” buyers post demand, sellers compete) and Boli Mode (real-time auction). Trilingual NLP search (English, Urdu, Roman Urdu) via vector embeddings. AI fraud detection on every listing. AI price enforcement anchored by live scraper data. Escrow-backed transactions with CNIC identity tiers.

graph LR
    A["Buyer / Seller"] --> B["Next.js Frontend"]
    B --> C["FastAPI Backend"]
    C --> D{"Marketplace Engine"}
    D --> E["Talab Mode"]
    D --> F["Boli Mode"]
    C --> G["Trilingual NLP"]
    G --> H[("Vector DB")]
    C --> J["AI Fraud Detection"]
    C --> K["AI Price Enforcer"]
    K --> L["Live Scraper Feed"]
    C --> M[("PostgreSQL")]
    C --> N[("Redis")]
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Python FastAPI Next.js PostgreSQL Redis Vector DB OpenAI NLP Selenium Docker


πŸ“„ ContractForge β€” Multi-Agent Contract Analysis

4 specialized CrewAI agents: Data Retrieval (semantic vector search), Source Citer, Conflicts Specialist (cross-contract contradiction detection), and Report Generator. Fully local AI with WebSocket real-time progress. Supports PDF, DOC, DOCX, TXT.

graph LR
    A["Document Upload"] --> B["Next.js Frontend"]
    B --> C["FastAPI Backend"]
    C --> D["CrewAI Pipeline"]
    D --> E["Data Retrieval"]
    D --> F["Source Citer"]
    D --> G["Conflicts Specialist"]
    D --> H["Report Generator"]
    E --> I[("Qdrant")]
    E --> J["Ollama / LM Studio"]
    F --> J
    G --> J
    H --> K["Structured Report"]
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Python CrewAI FastAPI WebSocket Qdrant Next.js Ollama Docker


πŸ“’ CrewAI Nexus β€” Local AI Content Marketing

Fully containerized multi-agent system running 100% offline. Strategist, Writer, and SEO agents with capability-based model selection. ChromaDB + Qdrant vector search. Docker orchestrated with Nginx reverse proxy.

graph LR
    A["Marketing Brief"] --> B["Next.js"]
    B --> C["FastAPI"]
    C --> D["CrewAI Engine"]
    D --> E["Strategist"]
    D --> F["Writer"]
    D --> G["SEO Agent"]
    E --> H["Ollama"]
    F --> H
    G --> H
    C --> I[("ChromaDB")]
    C --> J[("Qdrant")]
    L["Nginx"] --> B
    L --> C
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Python CrewAI FastAPI Ollama ChromaDB Qdrant Docker Compose Nginx


πŸš— GoViz β€” Industrial Collision Detection DELIVERED

Dual-device embedded system: Jetson Nano (YOLOv8 + TensorRT, 10-15 FPS, ZED2i stereo depth) communicates via custom binary serial to Raspberry Pi 4B (6-zone ultrasonic sensor fusion, alarm triggering). MQTT mobile control, Flask/Socket.IO dashboard. Systemd for 24/7 unattended operation.

graph LR
    A["ZED2i Camera"] --> B["Jetson Nano"]
    B --> C["YOLOv8 / TensorRT"]
    C --> D{"Binary Serial"}
    E["6x Sonar Sensors"] --> F["Raspberry Pi 4B"]
    D --> F
    F --> G["Sensor Fusion"]
    G --> H["Collision Decision"]
    H --> I["Alarm System"]
    H --> J["MQTT Broker"]
    J --> K["Flutter App"]
    H --> L["Flask Dashboard"]
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Python YOLOv8 TensorRT ZED2i Raspberry Pi MQTT Flask Socket.IO Flutter


πŸ‘οΈ VisionForge β€” 3D-to-Mobile YOLO Pipeline

Upload 3D assemblies β†’ Blender EEVEE synthetic data (randomized angles + lighting) β†’ YOLOv8 GPU training β†’ export CoreML (iOS) + TFLite (Android) β†’ Flutter app at 30+ FPS. RESTful API with Celery async job processing.

graph LR
    A["3D CAD Upload"] --> B["FastAPI / Celery"]
    B --> C["Blender Renderer"]
    C --> D["Synthetic Dataset"]
    D --> E["YOLOv8 Training"]
    E --> F{"Export"}
    F --> G["CoreML"]
    F --> H["TFLite"]
    G --> I["Flutter App"]
    H --> I
    B --> J[("PostgreSQL")]
    B --> K[("Redis Queue")]
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Python FastAPI Celery Redis PostgreSQL Blender YOLOv8 CoreML TFLite Flutter


🎬 ReelForge β€” AI Video Automation 95 COMMITS

LLM-powered script segmentation into A-Roll/B-Roll β†’ ComfyUI or Replicate for visuals β†’ HeyGen avatar talking-head β†’ FFmpeg assembly with audio sync β†’ animated captions β†’ auto-publish to YouTube, TikTok, Instagram.

graph LR
    A["Script Input"] --> B["LLM Segmentation"]
    B --> C["A-Roll: HeyGen Avatar"]
    B --> D["B-Roll: ComfyUI"]
    C --> E["FFmpeg Assembly"]
    D --> E
    E --> F["Audio Sync / TTS"]
    F --> G["Animated Captions"]
    G --> H["YouTube / TikTok / IG"]
Loading

Python Streamlit Ollama ComfyUI HeyGen API FFmpeg TTS


πŸ—£οΈ SolidVoice β€” Voice-Controlled CAD Agent ⭐ 8

Voice command β†’ Whisper STT β†’ LLM intent parsing β†’ autonomous SolidWorks sketch execution via COM API. Vector memory with Qdrant + Nomic. Rust desktop UI.

Python OpenAI Claude API Whisper Qdrant Rust SolidWorks COM API


πŸ•·οΈ AI Product & Price Scraper β€” Production Data Feed LIVE

Dual-engine (Selenium + Playwright) with proxy rotation, exponential backoff, and structured logging. Runs unattended 24/7 feeding real-time pricing into Bolee's AI price enforcement.

Python Selenium Playwright BeautifulSoup PostgreSQL asyncio


More Projects β€” Manufacturing AI, CAD Tools, Infrastructure
Project Description Tech
πŸ”§ PartForge PLM Standardized part number management β€” CLI + web UI Next.js, TypeScript, Zod
✏️ OhmFrame Drawer AI 2D drawing generator from STEP files TypeScript, CAD Automation
πŸ” FAIR Inspection Agent ArUco-based part inspection, Β±1mm accuracy Python, OpenCV
🏭 VLM-CAD Recognition Manufacturing feature detection via VLMs Python, VLMs, Jupyter
🐳 Blender Docker Headless GPU render farm β€” Blender 5.0, CUDA 12.4 Python, Docker, CUDA
⚑ Enterprise Data Pipelines Scalable ETL/ELT with scheduling and monitoring Airflow, dbt, Snowflake

πŸ“Š GitHub Stats

GitHub Stats    Top Languages



GitHub Streak



Contribution Graph

πŸ’Ό Open to Opportunities

AI Engineering Β· Python Development Β· Automation Β· Data Engineering

95+ repos Β· 364+ stars Β· 7+ years shipping production systems Β· MS Manufacturing Engineering (UET Lahore)


Hire Me LinkedIn


"I build systems that work in the real world, not just in notebooks."

Profile Views

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  1. SolidVoice-Voice-Enabled-Parametric-Modelling-in-SolidWorks SolidVoice-Voice-Enabled-Parametric-Modelling-in-SolidWorks Public

    Intelligent voice-controlled SolidWorks automation powered by Claude AI, local Whisper STT, vector memory (Qdrant + Nomic), and a native Rust desktop UI

    Python 8 1

  2. ReelForge ReelForge Public

    "Reels" (Instagram/TikTok format) + "Forge" (creation/manufacturing)

    Python

  3. AI-Product-and-Price-Scrapper AI-Product-and-Price-Scrapper Public

    HTML

  4. VisionForge VisionForge Public

    Automated pipeline from 3D models to mobile-deployed YOLO detectors using synthetic data

    Python

  5. contract-forge contract-forge Public

    AI-powered contract analysis system using CrewAI agents, FastAPI, and Next.js. Runs fully locally with LM Studio or Ollama.

    Python

  6. partforge-plm partforge-plm Public

    PartForge PLM β€” AI-powered part number management system for manufacturing. Generate standardized part numbers with CLI and modern web UI.

    TypeScript