Muazzam Ali

Machine Learning & AI Engineer

Salary / Daily rate

Lahore, Punjab, Pakistan

Freelance, open to permanent contract

Skills

Machine LearningDeep LearningLLMs / Large language modelsFastAPIFlaskDjangopandasNumPyDockerTensorFlowPyTorchscikit-learnKerasPostman

Languages

English (Fluent)

About me

Intro

Machine Learning & AI Engineer with 7+ years of experience building and deploying scalable AI systems across NLP, Computer Vision, and Generative AI. Specialized in developing LLM-powered applications, Retrieval-Augmented Generation (RAG) systems, and real-time ML APIs for production environments. Strong expertise across the full ML lifecycle, including data engineering, model development, deployment, and optimization on cloud platforms. Proven ability to deliver high-performance, cost-efficient AI solutions that drive measurable business impact.

Links

Work experience

SENIOR AI/ML SPECIALIST

Binary Sol.

Jun 2023 - Present

3 years 5 months

– Architected and deployed enterprise-grade LLM systems using OpenAI and open-source models – Applied transformer-based architectures to enhance model performance and scalability – Built advanced RAG-based enterprise document intelligence systems, reducing manual query handling by 70% – Designed scalable AI microservice architecture using FastAPI and Docker for production environments – Developed real-time AI inference systems for high-concurrency workloads with optimized latency and load balancing – Led computer vision pipelines using YOLOv5/YOLOv8 for object detection, tracking, and anomaly detection in video streams – Implemented AI automation systems to improve business workflows and reduce manual effort – Optimized deep learning models using pruning, quantization, and batch inference to reduce cloud costs – Integrated CI/CD pipelines for machine learning models enabling continuous deployment and automated retraining – Collaborated with product, data, and DevOps teams to align AI solutions with business KPIs

AI/ML ENGINEER/ DATA SCIENTIST

H20 Labs

Jan 2021 - Dec 2022

2 years

– Delivered end-to-end AI solutions for predictive analytics, classification, clustering, and recommendation systems – Built scalable ETL pipelines for structured and unstructured data processing – Designed and deployed real-time ML APIs using Flask and FastAPI for production systems – Developed NLP models for sentiment analysis, text classification, and named entity recognition – Built computer vision solutions for object detection, image classification, and tracking systems – Improved model performance through feature engineering, hyperparameter tuning, and ensemble methods – Supported data-driven decision systems to improve business forecasting accuracy

Junior ML Engineer / Data Scientist

ESS

Jan 2018 - Dec 2020

3 years

– Developed machine learning models for classification, regression, and forecasting tasks – Performed data preprocessing, cleaning, transformation, and feature engineering – Built deep learning models using TensorFlow and Keras – Assisted in deployment and validation of ML models in staging and production environments – Conducted exploratory data analysis (EDA) to extract business insights from raw datasets


Education

Punjab University

Bachelors, Computer Science

2014 - 2018

4 years


Licenses & certifications

Python for Data Science & AI

Issued: –

AWS Cloud Fundamentals (or Cloud AI Basics)

Issued: –

Certified by Amazon Web Services

Deep Learning with TensorFlow / Keras

Issued: –

Machine Learning / Deep Learning Specialization

Issued: –

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