Umar Sahid Email & Phone Number

Greater Jakarta Area, Indonesia

- Maintaining a balance between project needs and resource available in the current workflow using appropriate system tracker management.- Focusing on scalability and reusability of a past project.- Having responsibility to explore a new things that useful to company growth; included but not limited to new models and tools.

Jakarta, Indonesia

- Maintaining projects timeline as an individual and/or team that meet with Client’s momentum.- Applying the fundamental of Graph theory in digital marketing fields; included but not limited to custom attribution model for a multi-channel perspectives (using Google Analytics or AppsFlyer dataset). This project aimed to make a fair contribution based on their past user behavior.- Expanding the capabilities of Centrality theory to get an insight from page behavior data- Customizing a CNN-based model and exploring an image recognition technique for a medical image dataset. Due to the diversity of image quality, the accuracy had a wide range, i.e. 40-80%.- Contributing in a research model to identify the emerging trends of a keyword. The final model are able to give an alert for anomaly behavior for each keyword.- Designing a workflow pipeline of custom Python script were using 5-6 GCP features; such as BigQuery, Google Cloud Function, Dataflow, etc

Jakarta, Indonesia

- Creating a model to identify a fake user who have an intention for personal profit. On average, their profit can be 6 times higher than profit from a ‘normal’ user.- Using a simplest computer vision technique, I’m trying to estimate hourly traffic volume of Billboard Ads where located in the Jabodetabek area.- Combining multiple database and implementing custom product recommendation script on the AWS server that integrated with Salesforce Marketing Cloud to improve Client’s campaign personalization

Greater Jakarta Area, Indonesia

- Responsible for accuracy and quality of weekly dashboard that containing an end-to-end report about digital marketing performance.- Automating dashboard process to expedite our insight for the client. This automation was reducing ~82% of my working time,- Able to process large dataset to create a performance dashboard using the combination of Excel and Python.- Extracting insight and next step recommendation for the client.- Maintaining web scraping script execution using R and Python in daily basis. This script aimed for get some insight from hotel price comparison.