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Work Background
Publicis GroupeData Analytics Manager
Jun. 2022 - Jul. 2024Jakarta, Indonesia- Manage data team to create a growth environment among member and manage workload - Lead data team to collect, process, visualizing, find the pattern and analyzing data behavioral and transactional to give a meaningful insight to client as a support system to their major business decisions - Build a data model and develop tracker for every campaign that launched by client to collect First Party Data, transactional data and behavioral data - Build a Realtime dashboard to monitoring and tracking all related data from many sources and give an analysis for client business growth - Collaborate with other team and deliver a campaign that generated based on data to boost sales and performance - Build a Customer Data Platform (CDP) Architecture for F&B client and meet the requirement that client needed and use it as a base segmentation storage and utilize it for CRM - Build an AI prototype to automated data processing and using it as research for a campaign
DOSOME SOFTAI Engineer
Jan. 2021 - May. 2022#1223, 328 Dobong-ro, Gangbuk-gu, Seoul, Republic of Korea (01062)- Defining system architecture for AI implementation. - Building AI models for Q&A systems, chatbots, prediction models, and early warning systems: - Designing data models to support AI engines, including data collection, ingestion, preprocessing, and storage. - Overseeing and updating/tuning parameters for each phase of AI model training and testing. - Building an AI engine technical documentation and weekly report
Quantus Telematika IndonesiaResearch and Development Lead
Jan. 2018 - Jan. 2021Bandung- Identifying the modules needed for a project, such as system modules, data modules, BE modules and FE modules. - Analyzing raw data from client and or data from integrated system and creating visualizations with Realtime dashboard - Providing insights from dashboards and become a part of decision support system for client. - Responsible for backend systems, create a feature list, create route and Rest API management to be consumed by FE. - Developing NLP models and AI models, such as: social media monitoring (crawling real-time social media data, sentiment analysis, insight builder, emotion analysis, topic analysis, and social network analysis) and Mass Transportation monitoring dashboard (Realtime position by GPS location, route suggestion, mask detection in public transportation and automatic scheduller)
PT eBdesk Teknologi IndonesiaAI Researcher for Speech Processing
May. 2017 - Dec. 2017Bandung, West Java, Indonesia- Analyzed and extracted audio features from various sources to enhance model performance and accuracy. - Developed and implemented a speech-to-text model specifically tailored for converting news broadcasts into written text, improving accessibility and content management. - Designed and built a model for identifying news anchors, leveraging advanced machine learning techniques to ensure precise recognition and classification.
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