Mainly deliver technicalities as a data scientist- Develop and present Proof-of-Concept specific to clients needs related to Data Management (ETL) & Machine Learning, mainly using Dataiku and Python- Deliver customized webapp + analytic dashboard for streamlined integration and improved data-driven decision-making- Lead comprehensive machine learning training for 50+ professionals, internal team & external clients (prepare tailored materials & present)

Helping people to get latest updates and knowledge about data science and machine learning in a friendly way

Feedback = 4.8 / 5 ⭐Responsible in giving advise/mentorship to 5 groups for their capstone project specifically in machine learning and ui/ux perspectives

Responsible to be a data science mentor in a 5-days class of 20 students from various backgrounds

- Built end-to-end machine learning workflow (from data gathering to models API endpoint) - Re-trained some trained models to enhance the model performance and fit-for-purpose for specific use cases- Did research on papers related to latest update on computer vision problemsUse cases:- Face Recognition with Anti-Spoofing (Python, Keras)- Traffic Contra Flow Detection (Python, OpenCV, YOLOv5)- Crowd Detection (Python, YOLOv5)

- Did research on papers related to latest update on computer vision problems- Applied current trained machine learning models to client's needsUse cases:- Face Recognition (Python, dlib)- Face Mask Classification (Python, MTCNN, Keras)

Bangkit is an education program aimed at programmers who would like to learn the fundamentals of machine learning and enhance their potential employability for leading technology companies in Indonesia and globally. It is a blended (online and offline) curriculum that spans six months including seven weekend workshops wherein participation is mandatory.(https://events.withgoogle.com/bangkit/)

Built optimized queries for data preprocessing in Debit Card re-Activation Prediction

Worked on data cleaning part for Customer Analytics with Machine Learning(supported text parsing, ETL process, big data query processing)

- Conducted simple research on Google Analytics - UTM Parameter Research to enhance marketing analysis performance- Created daily reporting on daily raw data of e-commerce website's search keyword- Proposed an automatic reporting using Jasper for structured online schedule- Enhancement on taking Google Analytics Academy Certifications (ver. June 2017) :• Google Analytics for Beginner• Advanced Google Analytics• E-commerce Analytics : from Data to Decision• Google Tag Manager Fundamentals