AI Engineer

Open to full-time
Bio

Talha M is an AI Engineer with over three years of experience designing and deploying AI systems in regulated healthcare environments. Talha is proficient in Python, FastAPI, async SQLAlchemy, PostgreSQL, and Docker, which he uses to build scalable microservices, background processing systems, and real-time streaming applications. He also incorporates AI systems engineering and MLOps practices, focusing on reliability, monitoring, and performance optimization within compliance frameworks like HIPAA and GDPR. At AZZ Medical Associates, Talha led the development of AI platforms for clinical documentation and remote patient monitoring, integrating AI services with EHR systems. He also developed the backend for Dictatex.ai, a clinical documentation tool, using FastAPI and async SQLAlchemy. His work on enterprise-ready AI solutions includes projects like automated SOAP note generation and RPA-based billing systems. Talha holds a Bachelor of Science in Computer Science from Hajvery University. He is well-suited for roles that involve building compliant AI services and systems in healthcare and other regulated industries, translating complex requirements into robust solutions.

Expertise
PythonFast APIFlaskSQLWeb ScrapingRelational Database
Video Intro
Assessments
APPLICANT AVG · 49%TALHA · 92%0255075100TopASSESSMENT SCORE (0–100)
  • Implement LRU Cache AlgorithmHard
  • Understanding Rate Limiting in APIsMedium
  • Ensuring Real-time Data Accuracy in Mobile AppMedium
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

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 2023Present
    • 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 2024Jan 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 2021Jan 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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