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Awais Amin

@awaisamin

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Senior Machine Learning Engineer with expertise in AI/ML solutions.

Pakistan

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What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can leverage my AI/ML expertise to drive impactful projects and contribute to a forward-thinking team.

I am a Senior Machine Learning Engineer with over 5 years of experience in designing and deploying AI/ML solutions, data science applications, and MLOps pipelines across diverse industries. My core expertise lies in AI/ML and deep learning techniques, including Natural Language Processing (NLP), Computer Vision (CV), and Generative AI (GenAI). I have successfully led the end-to-end development of multiple projects, ensuring robust and scalable solutions through my technical proficiency in Object-Oriented Programming (OOP), unit testing, and Agile methodologies.

At Devsinc, I engineered a custom synthetic data generation pipeline for conversational models, enhancing chatbot response quality and reducing response times significantly. My experience includes developing multi-modal chatbots, interactive visualization systems, and 3D mesh conversion tools, all while utilizing cutting-edge technologies like AWS SageMaker, Docker, and various deep learning frameworks. I am passionate about leveraging my skills to create innovative solutions that drive efficiency and enhance user experiences.

Experience

Work history, roles, and key accomplishments

Current

Senior Machine Learning Engineer

Current

Devsinc

Jan 2024 - Present (1 year 4 months)

Engineered a synthetic data generation pipeline for conversational models, enhancing chatbot response quality and reducing response times by 30%. Developed a multi-modal chatbot and an interactive clothing visualization system, utilizing advanced AI techniques and various technologies for efficient deployment.

Machine Learning Natural Language Processing Docker Computer Vision PyTorch Gradio

Machine Learning Engineer

Dispatch Global Networks

Feb 2023 - Jan 2024 (11 months)

Created a resume screening application using NLP techniques, improving deployment efficiency by 70%. Developed a Retrieval-Augmented Generation bot and integrated facial detection AI to enhance client interactions and streamline company procedures.

Natural Language Processing Flask OpenCV Gradio Integration Machine Learning

Associate Machine Learning Engineer

EBRYX

Aug 2020 - Feb 2023 (2 years 6 months)

Developed a machine learning solution for phishing detection, achieving a 25% improvement in accuracy. Implemented a Retrieval-Augmented Generation system and fine-tuned an LLM model to enhance response accuracy for legal queries.

Phishing Machine Learning AWS Docker Flask

Education

Degrees, certifications, and relevant coursework

Beaconhouse National University

Bachelor's in Computer Science, Computer Science

2020 - 2024

Grade: 3.5

Activities and societies: Participated in the All Punjab Universities Innovation Expo 2023 and achieved 3rd place in a Chess Tournament held at The Lahore Alma. Completed certificates in Data Analytics, Advanced Data Analytics, and IT Automation with Python from Coursera.

Completed a Bachelor's degree in Computer Science, focusing on various aspects of computer science including programming, algorithms, and data structures. Achieved a CGPA of 3.5 and consistently recognized on the Dean's Honor List for outstanding academic performance.