Ammar Azman is a data scientist with 2 years of professional experience with Python and data science. He has involved with various scope of projects including data mining, cleaning, visualization, tabular machine learning, deep learning and backend deployment. Current focus on anti-money laundering analysis involving transactional database to develop a robust classifier with a full cycle MLOps environment with LightGBM, Optuna, and MLFlow. Daily extensively used Python and SQL as the main programming language to complete every task assigned including tackling the stakeholders and business problem with statistical analysis and modelling with Pandas, Scikitlearn and Tensorflow. Constantly seek opportunities to expand his horizon of skills by self-learning. Other than modelling, he expanded his exploration on data science cloud services such as AWS Sagemaker, GCP Vertex AI, and Roboflow. Besides, he also dirtys his hand with product deployment involving the continuous integration and development.During leisure time, he did some writing his blog Ammarite. Feel free to read the article on the link below.He aspired to become a versatile Data Scientist, with end to end development skills and an expert in the machine learning field, leveraging his previous knowledge discipline in Physics; such critical thinking and systematic procedural problem solving.Always and always, a long life learner.Connect with him at:muhammarsafuan@gmail.comgithub.com/Ammar-Azman
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Ai EngineerDerivKuala Lumpur, My -
Associate Data ScientistAmanah Saham Nasional Berhad May 2024 - PresentWp. Kuala Lumpur, Federal Territory Of Kuala Lumpur, Malaysia— Modelled AML classifier to predict the likelihood of suspicious transaction and increase the investigation effectiveness with machine learning.— Analyzed online transaction processing database to provide a useful insight based on stakeholder enquiries with SQL scripting and dashboards. -
Data ScientistInvoke Jun 2022 - Apr 2024Wp. Kuala Lumpur, Federal Territory Of Kuala Lumpur, Malaysia• Modelling— Trained deep learning text classifier model with 1-Dimensional CNN and Bidirectional-LSTM model with Tensorflow on GCP Vertex AI Jupyter Lab, achieving the model accuracy up to 90% accuracy rate.— Implemented a robust computer vision model for parasite recognition using Tensorflow and YoloV5 on AWS Sagemaker Jupyter Lab resulting a potential of 6,000,000 MYR pesticide cost saving.— Led the development of invoice reader, on Streamlit cloud, utilizing Azure Form Recognizer API for finance department reporting acceleration.• Data Collection— Enhanced data extraction by building a custom website crawler with Beautiful-Soup and Selenium through streamlined data cleaning with Pandas package, contributed 50% of the department revenue target. • API Development— Developed candidate recommender system REST API with FastAPI, Docker and Amazon ECS and ECR, facilitating efficient talent filtering for hiring processing. • Onboarding — Conducted onboarding sessions for new data scientists and interns, focusing on collaborative programming tools, the Git and Github best practices. -
Python Programming TutorKodland Oct 2021 - May 2022— Taught fundamental Python programming language to students age between 10 to 17 years old in online class.— Assessed students performance using quizzes, Kahoot, home assignment for better comprehension and their final projects at the end of the syllabus. -
Data Science Training ProgramNexperts Academy Sdn Bhd Jul 2021 - Sep 2021Petaling Jaya, Selangor, Malaysia— Accomplished seven projects; data analysis with Pandas, web-scrapping with Beautiful Soup and Selenium, machine learning with Scikitlearn and Natural Language Processing with NLTK.— Bolstered up the Python fundamentals using different IDE; Jupyter Notebook, Google Collaboratory and Atom; implied into games and other application.— Introduced by the fundamental of HTML and CSS to comprehend the mechanism of web-scrapping. -
Internship TraineeClickasia.Asia Jul 2020 - Sep 2020Petaling Jaya, Selangor, Malaysia— Assured the tally of 2500 data entry for in-bound and out-bound products per day.— Operated data validation of 500 returned products with Microsoft Excel.— Composed a tutorial video of the job task for the future workers guidelines. -
SalespersonSub Zero Jul 2019 - Sep 2019Ipoh, Perak, Malaysia— Attained the daily branch company target purchased which has enhanced the sales.— Facilitated hundreds of customers per day by providing them the top service for an excellence experience and satisfaction and achieving target sales.
Ammar Azman Education Details
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Bachelor'S Degree Of Science In Physics -
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Artificial Intelligence
Frequently Asked Questions about Ammar Azman
What company does Ammar Azman work for?
Ammar Azman works for Deriv
What is Ammar Azman's role at the current company?
Ammar Azman's current role is AI Engineer.
What schools did Ammar Azman attend?
Ammar Azman attended University Of Malaya, Kolej Matrikulasi Kedah, Zero To Mastery Academy.
Who are Ammar Azman's colleagues?
Ammar Azman's colleagues are Bertrand Mutangana Ishimwe, Deepak Nishad, Amanda Loh, Jorge Albeiro Arenas Gallego, Valentina Trinidad, Farzad Feizabadi, Benard M..
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Ammar Azman
Malaysia
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