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About

Engineering AI that holds up in the real world.

I care less about the demo and more about the system around it: the API, the pipeline, the monitoring and the integration that make AI genuinely useful.

Portrait of Muzammil Bin Sohail
Now
Automation Developer @ JobLogic
Consulting
Open to AI automation projects
Education
BS AI, FAST-NUCES — Rank #1
Based in
Lahore, Pakistan · PKT (UTC+5)

I bridge the gap between research and production software. I graduated as the top-ranked student in my BS Artificial Intelligence cohort at FAST-NUCES — a 4× Gold Medalist — and I’ve spent more than three years shipping AI for real users and clients.

Today I’m an Automation Developer at JobLogic, building full-stack automation and AI-driven workflows for a Field Service Management platform. Before that I was the founding AI engineer at Entracloud — wrapping models in FastAPI services and cutting inference latency by 40% — and delivered 200+ AI solutions for clients worldwide at Moonbridge Systems.

My focus is engineering as much as modeling. A model in a notebook is the easy part; the hard part is the service around it, the pipeline that feeds it, the monitoring that keeps it honest and the integration that makes it useful. That’s the part I enjoy most.

Alongside my role at JobLogic, I consult with businesses on AI automation — finding the processes worth automating and building systems that hand hours back to their teams every week.

Mission
“To build scalable, production-ready AI systems that solve real-world problems — intelligence that isn’t just theoretical, but impactful.”

Experience

Where I’ve built

From agency delivery to a founding engineering role and now automation at a SaaS platform.

  1. Automation Developer

    Current
    JobLogic
    2026 – PresentLahore, Pakistan
    • Build full-stack automation and AI-driven workflows for JobLogic's Field Service Management platform.
    • Develop services and interfaces across FastAPI, Vue.js, MongoDB and Azure.
    • Python
    • FastAPI
    • Vue.js
    • MongoDB
    • Azure
  2. Founding AI Engineer

    Entracloud

    Jul 2024 – 2026Faisalabad, Pakistan
    • Architected production-grade AI systems, wrapping ML models in FastAPI services for seamless cloud integration.
    • Optimized inference infrastructure, reducing latency by 40% for real-time user applications.
    • Translated business requirements into technical AI specifications and scalable software solutions.
    • Python
    • FastAPI
    • Model serving
    • Cloud
  3. Teaching Assistant

    FAST-NUCES

    Jan 2025 – Jan 2026Faisalabad, Pakistan
    • Assisted in teaching Deep Learning, Programming for AI and Database Systems to 150+ undergraduates.
    • Mentored students on software engineering best practices — API design, Dockerization and Git workflows.
    • Deep Learning
    • Python
    • SQL
    • Docker
    • Git
  4. NLP Intern

    Elevvo Pathways

    Jul 2025 – Aug 2025Remote
    • Developed an NLP text-classification pipeline with Python and scikit-learn to categorize unstructured text.
    • Implemented preprocessing (tokenization, lemmatization) to improve model inference accuracy.
    • Python
    • scikit-learn
    • NLP
  5. AI Solutions Engineer

    Moonbridge Systems

    Nov 2023 – Jun 2024Remote · Contract
    • Delivered 200+ AI solutions for global clients as lead engineer on high-volume agency accounts.
    • Built custom RAG pipelines and chatbot agents with LangChain and OpenAI, maintaining a 5-star success rate.
    • Owned the full deployment lifecycle of AI microservices, from client requirements to production.
    • LangChain
    • OpenAI
    • RAG
    • Python

Education

BS in Artificial Intelligence

FAST — National University of Computer & Emerging Sciences

2022 – 2026 · Faisalabad, Pakistan

CGPA 3.39 / 4.00 · Ranked 1st in cohort

  • 4× Gold Medals
  • 1× Silver Medal
  • 3× Dean's List

AI-Powered Suspicious Crowd Behavior Detection

Final-year project · 2nd Position, FYP Exhibition

Achievements

  • Rank #1 in cohort

    Top-ranked student, BS Artificial Intelligence at FAST-NUCES.

  • 4× Gold Medalist

    Plus 1× Silver Medal and 3× Dean's List honors.

  • 2nd Position — FYP Exhibition

    For the Suspicious Crowd Behavior Detection system.

  • Top 29% globally

    Reply AI Coding Contest — algorithmic problem solving.

  • AWS Cloud Solutions Architect track

    Five-course series covering 40+ AWS services.

Certifications

Credentials

Core AI and engineering courses, focused on production work.

GenAI — How LLMs Work

Duke University

Dec 2024
  • Generative AI
  • Large Language Models

Credential ID · Q92AMX8SBD1Z

Prompt Engineering

freeCodeCamp

Apr 2024
  • Prompt Engineering
  • LLMs
  • AI

Creating Web Apps with Python and Flask

Coursera

Aug 2023
  • Flask
  • REST APIs
  • Back-end Development

Credential ID · FDVK5863MFK8

Relational Databases and SQL

Coursera

Aug 2023
  • SQL
  • Data Modeling
  • Database Design

Credential ID · USXDWYK8CD5L

Toolbox

What I work with

The stack behind the systems above — chosen per project, not by habit.

Generative AI

  • LLMs
  • RAG
  • Agentic workflows
  • Fine-tuning
  • LangChain
  • OpenAI API
  • Hugging Face
  • FAISS
  • Pinecone
  • Prompt engineering

Machine learning & vision

  • PyTorch
  • TensorFlow
  • scikit-learn
  • XGBoost
  • Computer vision
  • NLP
  • SHAP / LIME

Backend & automation

  • Python
  • FastAPI
  • Flask
  • Celery
  • Redis
  • REST APIs
  • Playwright
  • Vue.js

MLOps & cloud

  • Docker
  • GitHub Actions
  • MLflow
  • Apache Airflow
  • DVC
  • AWS
  • Azure

Data & tooling

  • SQL
  • PostgreSQL
  • MongoDB
  • Pandas
  • Tableau
  • C++
  • Git
  • Linux
  • Jira

Got a process that eats hours every week?

Tell me about it. I'll show you what can be automated, what it would take, and what it's worth — the first call is free.