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@irfanmanzoor
Senior Machine Learning Engineer with expertise in AI and data analysis.
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.
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Work history, roles, and key accomplishments
3D Lifestyle Pakistan
Mar 2022 - Present (3 years 8 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.
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
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
Degrees, certifications, and relevant coursework
Master of Science, Artificial Intelligence
Bachelor of Science, Computer Science
Software and tools used professionally
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