Daniel Satria

Daniel Satria Email and Phone Number

Data Scientist | ML Engineer @ Paques Indonesia
jakarta, jakarta raya, indonesia
Daniel Satria's Location
Jakarta, Indonesia, Indonesia
About Daniel Satria

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.

Daniel Satria's Current Company Details
Paques Indonesia

Paques Indonesia

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Data Scientist | ML Engineer
jakarta, jakarta raya, indonesia
Website:
paques.id
Employees:
24
Daniel Satria Work Experience Details
  • Paques Indonesia
    Full Stack Data Scientist
    Paques Indonesia Jan 2023 - Present
    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… 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
  • Kampus Merdeka
    Data Scientist Mentor
    Kampus Merdeka Mar 2024 - Jun 2024
  • Ministry Of Public Work
    Data Scientist
    Ministry Of Public Work Oct 2023 - Jan 2024
    Jakarta
  • Cdjapan
    Data Scientist (Recommender System)
    Cdjapan Apr 2023 - Oct 2023
    Tokyo, Japan
    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… 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
  • Mnc Media
    Data Scientist
    Mnc Media Nov 2022 - Dec 2022
    Jakarta, Indonesia
  • Mitsubishi Corporation Fashion
    Data Analyst
    Mitsubishi Corporation Fashion Feb 2020 - Aug 2022
    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… 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
  • Nippon Express Group
    Quality Assurance Specialist
    Nippon Express Group Jan 2018 - Jan 2020
    Jakarta, Jakarta, Indonesia

Daniel Satria Education Details

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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