Open to opportunities

Sheraz Ali

@sherazali2

Message

Passionate researcher in machine learning and data analysis.

Pakistan

Message

What I'm looking for

I seek a collaborative environment that fosters innovation and growth in machine learning research.

I am a dedicated researcher with a strong foundation in computer science, holding both a Master's and Bachelor's degree in the field. My journey has been marked by a commitment to exploring the intricacies of machine learning, particularly in the realm of privacy-preserving techniques. I thrive on collaboration and communication, believing that the best solutions arise from diverse perspectives and teamwork.

Currently, I serve as a System Specialist at the State Life Insurance Corporation, where I contribute to innovative research projects that leverage machine learning for health insurance applications. My experience spans academia and industry, allowing me to apply theoretical knowledge to real-world challenges. I have developed various AI-based systems, including health recommendation systems and anomaly detection models, showcasing my ability to translate complex ideas into impactful solutions.

In addition to my professional endeavors, I have published multiple research papers that address critical issues in privacy-preserving federated learning and collaborative machine learning. I am eager to continue my journey in research, focusing on significant problems that can lead to meaningful advancements in technology and society.

Experience

Work history, roles, and key accomplishments

Current

System Specialist ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING

Current

State Life Insurance Corporation (SLIC)

Jan 2024 - Present (1 year 7 months)

Contributed to various research projects focused on privacy-preserving machine learning and anomaly detection in medical images. Developed an AI-based health recommendation system and an AI assistant for employees and clients.

Machine Learning Anomaly Detection Power BI React MongoDB LLM

Current

Freelancing

Current

Self Employed

Feb 2019 - Present (6 years 6 months)

Conducted data analysis on Covid-19 using Python and implemented image segmentation on CT-Scan datasets. Developed an OCR system using Flagship PP-OCR and performed data analysis for US Sustainability Development Goals.

Python ARIMA Segmentation U Net Data Analysis Data Warehousing

Software Developer

TRYBAJ0 Groups of Companies

Mar 2020 - Dec 2023 (3 years 9 months)

Developed algorithms using NLP, LLM, and Deep Learning for clustering Urdu news articles and deployed predictive maintenance models. Implemented an attendance system via face recognition and conducted data analysis for real estate price prediction.

Natural Language Processing (NLP)LLM Deep Learning YOLO Pandas Face Recognition

RESEARCH ASSOCIATE ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING (NBIC LAB)

Shandong Provincial Key Lab

Jan 2023 - Present (2 years 7 months)

Contributed to research projects in privacy-preserving machine learning and developed a user-based recommendation system. Implemented differential privacy using the Laplace method and created various AI-based prediction systems.

Machine Learning Recommendation Systems

Education

Degrees, certifications, and relevant coursework

University of Jinan

MS in Computer Science, Computer Science

2018 - 2021

Grade: 3.2 CGPA

Completed a Master of Science in Computer Science, focusing on advanced topics within the field. Achieved a CGPA of 3.2, demonstrating strong academic performance and a solid understanding of complex computer science concepts.

Punjab University

BS in Computer Science, Computer Science

2012 - 2016

Grade: 3.25 CGPA

Earned a Bachelor of Science in Computer Science with a CGPA of 3.25. Gained foundational knowledge and practical skills in various areas of computer science, preparing for further academic and professional pursuits.