Muhammad M.

AI Engineer

Full-time available

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Bio

Muhammad Z, M is an AI Engineer specializing in machine learning systems, data engineering, and applied AI solutions with hands-on experience building production-grade ML pipelines and intelligent automation systems. He works extensively with Python-based AI ecosystems to develop and deploy machine learning and deep learning models for real-world applications, including healthcare automation, speech processing, and computer vision. His expertise spans data engineering and analytics using SQL databases such as PostgreSQL,…

  • Projects completed4
  • Hourly rate
  • 0-2 years experience
  • Member since Mar 2026
Expertise
PythonSQLKubernetesFast APIAWSAzure
Video Intro
Assessments

General Coding and Video Assessment

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

Projects

LiDaR-based object detection & tracking for autonomous vehicles

Set up & configured Ouster LiDAR & SDK on Raspberry Pi, achieving 35 FPS with 95% detection accuracy

Autonomous AI Voice Agent for Patient Scheduling

LangChain-based conversational AI agent integrated with production SQL & scheduling APIs, reducing appointment booking time

Real-time Call Center Tone & Sentiment Analysis

Fine-tuned a Wav2Vec2 transformer model on call center data for sentiment/tone analysis, deployed as a REST API microservice

Predictive Claim Denial Prevention System

Built a CatBoost-based claim denial prediction model achieving 92% Acc., deployed as a dockerized FastAPI service on AWS EC2

Experience

  1. Junior AI Engineer

    CareCloudMay 2025 — Present
    • Fine-tuned & deployed a QLoRA-based LLM on 837 EDI healthcare claims
    • Automated billing & claims processing, cutting manual data entry by 80%
    • Built & deployed a Dockerized end-to-end claims pipeline
    QLoRADockerOCRETLML inference

  2. AI Intern

    CareCloudMar 2025 — May 2025
    • Developed a REST API for multilingual, real-time speech-to-text transcription & translation
    REST API
Education

  1. Bachelor of Computer Engineering

    National University of Sciences & Technology (NUST)Islamabad, Pakistan2021 — 2025
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