Daniel Satria Email and Phone Number
An enthusiastic, self-motivated, reliable, & responsible Machine Learning Scientist/Data Scientist that not only familiar and fluent using AI/ML frameworks and libraries like Pytorch & Tensorflow, but have a strong foundation of Linear Algebra & Calculus. Mature team worker and adaptable to all challenging situations. Working well both in a team environment as well as using own initiative. Able to work well under pressure and adhere to strict deadlines.Have built several ML & DL models to solve various problems namely : Sentiment Analysis, Text Summarization, Topic Modelling, Credit Scoring, Recommender System and Text Generation, for national clients like: Telkomsel, Bank Victoria, National Cyber & Crypto Agency, Bank Mega Syariah, Civil Development Service, Ministry of Transportation, LPS to name a few.
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Full Stack Data ScientistPaques Indonesia Jan 2023 - PresentActing both as a Data Scientist and a Machine Learning Engineer to solve cutting-edge scientific and technical challenges related to Natural Language Processing, Computer Vision and a very wide variety of machine learning use case in challenging scenarios, as well as analyzing and evaluating state-of-the-art algorithms, from academic and industrial research, and implement as well as enhance them in a production environment.- Designing, developing and evaluating the performance of highly… Show more Acting both as a Data Scientist and a Machine Learning Engineer to solve cutting-edge scientific and technical challenges related to Natural Language Processing, Computer Vision and a very wide variety of machine learning use case in challenging scenarios, as well as analyzing and evaluating state-of-the-art algorithms, from academic and industrial research, and implement as well as enhance them in a production environment.- Designing, developing and evaluating the performance of highly scalable and accurate NLP applications in Python.- Developing and implementing machine learning models to solve specific business problems by selecting appropriate algorithms, train models on the data, optimizing model performance, and validating its accuracy and robustness.- Identifying relevant features or variables that can enhance the predictive power of machine learning models as well as performing exploratory data analysis (EDA) to understand the data distribution, identify outliers, and engineer new features that improve model performance.- Visualising data and findings to communicate complex insights effectively. Creating clear and insightful visual representations to present respective analysis and insights to stakeholders and clients.- Deploying scalable, efficient, robust and maintainable machine learning models into production.- Applying statistical methods and hypothesis testing to validate findings, ensuring the reliability of the models. Assessing model performance, evaluate the significance of variables, and make data-driven recommendations based on statistical inferences.AI projects I've developed so far in Paques respect to the clients :- XL : Data Migration- Bank Victoria : Fraud Detection System, Credit Scoring- National Cyber and Crypto Agency : Sentiment Analysis, News & Text Classification, NER- Ministry of Transportation : Passengers Prediction System Show less -
Data Scientist MentorKampus Merdeka Mar 2024 - Jun 2024 -
Data ScientistMinistry Of Public Work Oct 2023 - Jan 2024Jakarta -
Data Scientist (Recommender System)Cdjapan Apr 2023 - Oct 2023Tokyo, JapanWorked as Data Scientist, specifically at Recommender System at Japan-based collectibles e-commerce company remotely to design and build product recommender systems to enhancethe customers experience by suggesting products that align with their interests and needs. ● Performing exploratory data analysis on existing data and gathering new ones.● Building product recommendation systems using collaborative filtering methods.● Conducting A/B tests to evaluate the impact of… Show more Worked as Data Scientist, specifically at Recommender System at Japan-based collectibles e-commerce company remotely to design and build product recommender systems to enhancethe customers experience by suggesting products that align with their interests and needs. ● Performing exploratory data analysis on existing data and gathering new ones.● Building product recommendation systems using collaborative filtering methods.● Conducting A/B tests to evaluate the impact of recommendationsystem changes on user engagement, conversion rates, and other relevant KPIs. Show less -
Data ScientistMnc Media Nov 2022 - Dec 2022Jakarta, Indonesia -
Data AnalystMitsubishi Corporation Fashion Feb 2020 - Aug 2022Having fast-paced & ever-changing environment that entails us to be a fast learner to be able to grasp all the present circumstances. Dealing with more than millions data that need to be processed and delivering it in weekly basis to clients and superior.-Extracting insight from the data & circumstances of production & factory.-Analysing, forecasting & investigating the current trend of production capacity based on production data.-Inspecting & scrutinizing the defects that… Show more Having fast-paced & ever-changing environment that entails us to be a fast learner to be able to grasp all the present circumstances. Dealing with more than millions data that need to be processed and delivering it in weekly basis to clients and superior.-Extracting insight from the data & circumstances of production & factory.-Analysing, forecasting & investigating the current trend of production capacity based on production data.-Inspecting & scrutinizing the defects that occurred in production & analysing how to reduce & take the necessary course of actions to prevent them to happen in the future. Show less -
Quality Assurance SpecialistNippon Express Group Jan 2018 - Jan 2020Jakarta, Jakarta, Indonesia
Daniel Satria Education Details
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Data Science
Frequently Asked Questions about Daniel Satria
What company does Daniel Satria work for?
Daniel Satria works for Paques Indonesia
What is Daniel Satria's role at the current company?
Daniel Satria's current role is Data Scientist | ML Engineer.
What schools did Daniel Satria attend?
Daniel Satria attended Hacktiv8 Indonesia.
Who are Daniel Satria's colleagues?
Daniel Satria's colleagues are Muhammad Fakhry, Yundai Riviera, Johanes Anthonius Haryanto, Arya Dika Pratama, Jaka Bonar, Roberto Bustami, Zein Habsyi.
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Daniel Satria Mahardhika
Informatics Engineering Student From Universitas Kristen Satya WacanaSukoharjo -
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