Talha M.

AI Engineer

Full-time available

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Bio

Talha M is an AI Engineer with over three years of hands-on experience designing, deploying, and operating secure, production-grade AI systems in regulated healthcare environments. He specializes in Generative AI and NLP platforms, including RAG-based architectures, GPT API integrations, and multi-agent orchestration, building end-to-end pipelines that span data ingestion, validation, inference, and audit-ready post-processing. Talha is highly proficient in Python and backend engineering using FastAPI, async SQLAlchemy,…

  • Projects completed7
  • Hourly rate
  • 4+ years experience
  • Member since Jan 2026
Expertise
PythonFast APIFlaskSQLWebScrapingDatabase:Relational
Video Intro
Assessments

Project Assessment

Great score on Implement LRU Cache Algorithm, Difficulty Hard · Great score on Understanding Rate Limiting in APIs, Difficulty Medium · Great score on Ensuring Real-time Data Accuracy in Mobile App, Difficulty Medium

Projects

Dictatex.ai

Led development of a FastAPI + async SQLAlchemy backend for clinical documentation

Billing Agent(RPA)

Developed a Python automation system for healthcare billing operations

Scriberunner.ai

Built an AI-powered SOAP note generator for healthcare

RPM Weight/Glucose/BP Automation

Designed Python automation tools for patient RPM data extraction

RASA Chatbot for Healthcare

Engineered a conversational assistant using the RASA framework

Careplan Generator

Developed a Python application to automate patient care plans

AI Medical Assistant

Developed a FastAPI microservice for rapid clinical note generation

Experience

  1. Clinical AI Engineer / Platform Lead

    AZZ Medical AssociatesJan 2023 — Present
    • Lead AI platform engineering for clinical documentation and RPM
    • Designed end-to-end AI pipelines for data ingestion, preprocessing, and audit logging
    • Integrated AI services with EHR and downstream applications
    • Implemented governance with SOPs, validation checks, and monitoring
    • Delivered SQL-based reporting and operational dashboards
    • Translated requirements into scalable system designs
    PythonlangchainlanggraphcrewAIRAGFHIRHL7FastAPIFlaskFAISSpgvectorAutoGenOpenAIAnthropicRASAPrompt EngineeringSilero VADpytesseract(OCR)CeleryRedisWebsocketsPusherAsync SQLAlchemyPostgreSQLpgvectorNeo4jseleniumBeautifulSouppdflumberPython-docxTavily Web SearchDockerCloud Deployment

  2. Consultant AI Engineering

    ScriberunnerJan 2024 — Jan 2025
    • Designed and deployed AI engineering solutions for clinical documentation and analytics
    • Advised on system architecture and data validation
    • Collaborated on roadmap planning and scaling strategies
    LLMAutoGenRAGpostgresqlpgvectorFAISSDjangoOAuth2.0DockerJWTFlower

  3. Full Stack Python Developer

    Prime Health ServicesJan 2021 — Jan 2023
    • Built and maintained backend services and automation tools for healthcare operations
    • Integrated third-party systems/APIs
    • Improved stability and performance of production workflows
    PythonFastAPIFlaskpostgreSQLPyQt5TkinterEasyGUI
Education

  1. Bachelor of Science in Computer Science

    Hajvery UniversityLahore, Pakistan2018 — 2022
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