Open to opportunities

Irfan Manzoor

@irfanmanzoor

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Senior Machine Learning Engineer with expertise in AI and data analysis.

Pakistan

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What I'm looking for

I am looking for a challenging role in a dynamic environment that fosters innovation and collaboration, where I can leverage my skills in AI and machine learning to drive impactful solutions.

I am a Senior Machine Learning Engineer with 9 years of experience specializing in developing and deploying scalable machine learning models across diverse industries. My expertise lies in leveraging advanced algorithms, deep learning, and AI technologies to drive business growth and operational efficiency. I am proficient in building predictive models, computer vision systems, and NLP solutions, with hands-on experience in TensorFlow, PyTorch, and Scikit-learn.

Throughout my career, I have developed, trained, and deployed machine learning models for various applications, focusing on Computer Vision and NLP. I have designed and implemented deep learning algorithms, built scalable data pipelines, and integrated ML models into production environments using FastAPI, Docker, and CI/CD pipelines. My passion for solving complex problems and delivering innovative AI-driven solutions has allowed me to stay up to date with the latest advancements in AI/ML and apply them to real-world challenges.

Experience

Work history, roles, and key accomplishments

Current

Senior Machine Learning Engineer

Current

3D Lifestyle Pakistan

Mar 2022 - Present (3 years 2 months)

Developed, trained, and deployed machine learning models with a focus on Computer Vision and NLP. Designed and implemented deep learning algorithms using TensorFlow and PyTorch, building scalable data pipelines for model training and inference. Integrated ML models into production environments using FastAPI, Docker, and CI/CD pipelines, and deployed solutions on AWS and GCP.

Machine Learning Computer Vision NLP Generative AI TensorFlow PyTorch OpenCV NumPy Pandas Redis fastAPI Docker CI CD AWS GCP Kibana Grafana

AI/ML Developer

KnowaTech

Jan 2020 - Feb 2022 (2 years 1 month)

Designed, developed, and deployed machine learning models for real-world applications, implementing deep learning models using TensorFlow and PyTorch for computer vision and NLP tasks. Performed large-scale data preprocessing and augmentation, and built and maintained APIs using FastAPI for integrating AI models. Deployed and scaled AI solutions using Docker, Kubernetes, AWS, and GCP, implementing

Machine Learning Computer Vision Artificial Intelligence NLP Generative AI Data Analysis TensorFlow PyTorch NumPy Pandas Scipy BeautifulSoup Scrapy fastAPI Redis Celery Docker Kubernetes AWS GCP CI CD Twilio Kibana Grafana

Data Scientist

CacheLogic

May 2016 - Dec 2019 (3 years 7 months)

Collected, cleaned, and preprocessed structured and unstructured data, developing and implementing machine learning models for predictive analytics. Performed exploratory data analysis and built deep learning models using TensorFlow and PyTorch for computer vision and NLP tasks. Designed and implemented data pipelines and ETL processes, deploying APIs with FastAPI to integrate models into producti