Syed Muhammad MehmamAI Engineer
muhammadmehmaam@gmail.com |+923022053002 |Karachi, Pakistan |linkedin.com/in/muhammad-mehmam syedmuhammadmehmam.site |github.com/Mehmaam99
Profile

AI Engineer with 4+ years of experience designing, building, and deploying production AI systems across LLMs, RAG, speech processing, computer vision, and AI automation. Experienced in developing AI agents and intelligent workflows that solve real-world business and operational problems, including a deployed LangGraph RAG chatbot and a 24.5-million-record data solution. Delivered measurable impact, including approximately 65% faster transcription processing, while leading technical architecture and coordinating AI engineering teams.

Skills
  • •AI & LLMs: LLM Applications, RAG, AI Agents, LangChain, LangGraph, LangSmith, OpenAI, Claude, Groq, Prompt Engineering
  • •Automation : n8n, GoHighLevel (GHL), WhatsApp API, API Integrations
  • •Computer Vision & ML: YOLO, OpenCV, TensorFlow, CNNs, MeanShift, Supervised Learning, Model Evaluation
  • •Programming, Backend & Data: Python, SQL, FastAPI, Flask, REST APIs, PostgreSQL, FAISS, ChromaDB
  • •Cloud, Deployment & AI Tooling: AWS (S3, EC2), Azure (ADF, Fabric), Docker, Git, GitHub Actions

Professional Experience
PurposeLee Inc., Technical Lead AI (Part-time)
Jul 2026 – Present | Remote
  • •Led a 4-person engineering team, turning around underperforming delivery and driving stalled projects to completion.
  • •Built an internal company portal handling attendance tracking and employee feedback.
  • •Migrated 24.5M records from Excel to a structured database and pushed to GoHighLevel (GHL) for marketing.
  • •Built an n8n sales workflow for city/field-based lead filtering and auto-download.
    • OrbitThink Services, AI Engineer (Contract)
    Nov 2025 – May 2026 | Remote
  • •Developed end-to-end AI automation workflows using n8n, integrating WhatsApp APIs and LLMs to classify customer intent, automate responses, and identify high-intent leads – optimizing business operations and boosting conversion potential.
  • •Designed and deployed a production LangChain and LangGraph based conversational agent for a startup, integrating a RAG pipeline over organizational documents and embedding the chatbot directly into the company website.
    • Data Grains (Part-time), Data & AI Engineer Instructor
    Aug 2025 – Present | Remote
  • •Designed hands-on curriculum covering AI data pipelines, cloud platforms (Azure/AWS), and ML engineering using Python, SQL, and PySpark, mentoring students in building scalable, production-oriented AI/data systems.
    • Xloop Digital Services⁠, Software Engineer - II (AI Engineer)
    Jun 2024 – Jul 2025 | Hybrid
  • •Engineered a production healthcare intelligence platform processing 500+ clinical sessions/month, ingested audio/video via AWS S3, performed speaker diarization, and generated vector embeddings, reducing clinician documentation time by 60%.
  • •Built an LLM-powered chatbot enabling clinicians to retrieve patient context via natural language, supporting continuity of care.
  • •Designed and deployed a real-time AI surveillance system for textile factories using YOLO for person detection and MeanShift-based crowd-density clustering, enabling automated violence detection and zone-level monitoring.
    • Xloop Digital Services⁠, Software Engineer - I
    Nov 2022 – Jun 2024 | Hybrid
  • •Built an Azure-based data job portal aggregating and centralizing job postings across internal teams.
  • •Developed the Gov Finder application for structured search and geo-visualization of U.S. government official data for compliance and research use.
    • ArtisticMilliners, Data Scientist
    May 2022 – Nov 2022 | Karachi
  • •Built OCR pipeline (OpenCV + Tesseract) cutting invoice processing from 20 min to 2–3 min, saving 300+ man-hours/month across 1,100+ invoices.
  • •Implemented time-series forecasting with ~96% accuracy for sales demand planning.
    • Education
    Bachelor of Science in Computer Science, Sir Syed University of Engineering and Technology
    2018 – 2022 | Karachi

    3.54 CGPA

    Certificates
    • •Microsoft Certified: Fabric Data Engineer Associate (2025)
    • •Microsoft Certified: Azure Data Engineer Associate (2023)
    • •Certified Artificial Intelligence Developer (PIAIC, 2023)