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I build AI systems that automate real work.

I’m Muzammil — an AI engineer and Automation Developer at JobLogic. I also help businesses replace repetitive work with reliable AI — agents, document automation, knowledge assistants and custom ML, taken from idea to production.

Download résumé (PDF)
Cohort rank · 4× Gold
#1
AI solutions delivered
200+
Shipping AI in industry
3+ yrs
Portrait of Muzammil Bin Sohail

Currently

Automation Developer @ JobLogic

Rank #1 · 4× Gold Medalist

BS Artificial Intelligence

Experience across

  • JobLogic
  • Entracloud
  • Moonbridge Systems
  • Elevvo Pathways
  • FAST-NUCES

AI automation consulting

Hand the repetitive work to AI. Keep your team on what matters.

I design, build and deploy automation that plugs into the tools you already use — with people in the loop wherever judgment matters.

Explore services

AI Workflow Automation

Replace repetitive, rules-heavy work — data entry, routing, reporting, approvals — with reliable automated pipelines.

  • Hours of manual work removed every week
  • Fewer copy-paste errors between tools

AI Agents & Chatbots

Assistants that understand requests, use your tools and APIs to get things done, and hand off to a person when it matters.

  • Instant first responses for customers
  • Routine requests resolved end-to-end

Knowledge Assistants (RAG)

Let your team and customers ask questions of your docs, SOPs, manuals and tickets — and get grounded answers with sources.

  • Answers cited from your own documents
  • Faster onboarding and support

Document & Email Intelligence

Turn invoices, forms, emails and PDFs into clean, structured data — validated and pushed straight into your systems.

  • No more manual re-keying
  • Checks against your business rules

Custom ML & Computer Vision

Purpose-built models for classification, forecasting, anomaly detection and video analytics when off-the-shelf AI isn't enough.

  • Models trained on your data
  • Explainable predictions (SHAP / LIME)

MLOps & Productionization

Take a notebook or prototype to a monitored, scalable service — APIs, CI/CD, containers and cloud deployment done properly.

  • Prototype to production, safely
  • Lower latency and cloud cost
AI solutions delivered for clients worldwide
200+
Years building AI in industry
3+
Inference latency cut in production
40%
Cohort rank — BS AI, 4× Gold Medalist
#1

Selected work

Production-minded AI, end to end

From video anomaly detection to LLM pipelines and MLOps platforms — built to run, not just to demo.

All projects
2nd Position · FYP Exhibition

Video anomaly detection

Computer Vision

Suspicious Crowd Behavior Detection

A two-stage cascade pipeline that flags anomalous behavior in surveillance video.

ROC-AUC
0.924
Precision
91.5%
  • PyTorch
  • X3D-S
  • XGBoost
  • FastAPI
  • React
  • MongoDB
Refactor in progress

Scrape → match → tailor

Automation · GenAI & LLMs

AI Job-Hunt Automation Pipeline

Scrapes roles, ranks them against a résumé and tailors a CV for each top match with LLMs.

  • Headless-Chromium scraping with deduplication and a normalized JSON schema
  • Hybrid ranking: keyword heuristics plus embedding similarity
  • Python
  • Playwright
  • LLMs
  • Embeddings
  • LaTeX

Data → train → deploy

MLOps

End-to-End MLOps Pipeline

An automated ML lifecycle platform — versioned data, tracked experiments and CI/CD to the cloud.

  • Reproducible pipelines with DVC data versioning and MLflow tracking
  • Airflow DAGs orchestrating ETL and retraining
  • AWS
  • Airflow
  • FastAPI
  • Docker
  • MLflow
  • DVC
  • Celery
Refactor in progress

How we'd work together

From first call to working automation

A low-risk process: you see real results early and stay in control throughout.

  1. 01

    Discovery call

    A free 30-minute call to understand your workflow, goals and constraints — and an honest answer on whether AI is the right fit.

  2. 02

    Audit & blueprint

    I map the process, find the highest-ROI opportunities and design the solution: architecture, data flow, success metrics and risks.

  3. 03

    Build & iterate

    Working software early, with regular demos on your real data so you can steer while it's built.

  4. 04

    Launch & handover

    Production deployment with monitoring, documentation and a walkthrough for your team.

Kind words

What people say

From clients, collaborators and the faculty who taught me.

“I worked with Muzammil on a weather-based clothing and activities recommendation system during our Applied Recommendation Systems course. He excelled in fine-tuning multiple LLMs, integrating RAG, and implementing FAISS for efficient search. Muzammil's technical skills and collaborative approach make him highly suited for roles in AI and machine learning.”

Project Collaborator

Applied Recommendation Systems

Collaborator
“I have taught a course on Object Oriented Programming to Muzammil. Through the course, I realized that his understanding extends beyond theory, as he consistently integrates OOP into practical problem-solving and software development tasks, showcasing both clarity in design and efficiency in execution. Some of his key qualities are diligence, focus, and commitment. I can safely place him in the bracket of the top 10% students of my teaching span. I confidently recommend him for computing jobs in general with good wishes to a brighter future.”

Hafiz Saud Arshad

Ph.D. Researcher · FAST-NUCES

Faculty
“Working with Muzammil was an absolute pleasure. He's a true professional with deep technical expertise. I needed a highly specific assembly language project done, and Muzammil not only delivered exactly what I wanted but also provided valuable insights to improve the final product. The communication throughout the project was clean and he was quick to respond to any questions I had.”

Independent Client

Technical consulting engagement

Client
“Muzammil has built a strong profile in Programming for AI, working with libraries and frameworks such as NumPy, Pandas, scikit-learn, TensorFlow, and OpenCV. He has applied these tools in tasks ranging from data analysis and web scraping to building and training machine learning models, showing both versatility and depth. His ability to bridge programming with applied AI solutions highlights his potential as a capable and impactful AI Engineer.”

Dr. Muhammad Fayyaz

Associate Professor & HoD (CS) · FAST-NUCES

Faculty
“Muzammil has developed a solid foundation in Mathematics for Artificial Intelligence, mastering key areas such as linear algebra, probability, statistics, and calculus that are essential for modern AI. He complements this mathematical strength with strong programming skills and the ability to apply advanced AI concepts in practice. His capability to connect theory with implementation allows him to design, train, and optimize intelligent systems with both precision and efficiency. This balance of analytical rigor and practical problem-solving highlights his potential to excel as an AI Engineer in both research and industry.”

Dr. Mushtaq Ahmad

Associate Professor & HoD · FAST-NUCES

Faculty

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.