Imaduddin Muhammad Fadhil Email & Phone Number

Jakarta, Id

Jakarta, Id

Jakarta, Indonesia

Responsibility:Implement enterprise data management by prioritizing data pipeline efficiency in the database based on best practicesProject: Bank Indonesia – Antasena▪ Develop and maintaining ETL job for regulatory reporting across banking industries in Indonesia using IBM DataStage to ensure the report has the right structural format and 8 business validation rules.▪ Proactively monitored the Datastage Job Director, guaranteeing smooth execution and promptly identifying and resolving potential issues to minimize downtime.Project: Askrindo – IFRS17▪ Develop a comprehensive IFRS 17 financial reporting system for a major insurance company, utilizing SQL Server and IBM InfoSphere DataStage to process and manage over 50 million data records.▪ Engineered and implemented robust data cleaning and normalization processes in SQL Server Queries, significantly improving database performance by 50% in query runtime and ensuring data accuracy and clarity for critical financial reporting. ▪ Collaborated with 3 different cross-functional teams to gather requirements, design solutions, and ensure seamless integration of data from more than 10+ raw data sources, enhancing overall data quality and consistency.

Jakarta, Indonesia

Responsibilities:• Create and Maintain Dashboard and Datamart• Provide an analysis using internal/external data• Leverage the use of machine learning for various case to improve the process of Data Analysis.• Deliver the insight to stakeholdersAchievements:• Create an automated email system for the recurring ad-hoc using Airflow and python to improve the workload efficiency of data analyst team by 75%.• Develop an integrated dashboard project to upgrade funnel analysis, combining data from Google Analytics, BigQuery and Back-End, cut the effort to constantly update the analysis by 90%• involved in the research and development process to create a semantic search for a digital learning platform with more than 1000 courses.• Performing end-to-end analysis related to sentiment, social media, funnel optimization and product to 3 departments.• Conduct analysis to understand campaign and event effectiveness for online education platform from Google Analytics, Social Media data with more than 20 campaigns and events in Q2 2022.• Help online education platform to research what kind of product positioning that might be suitable by doing a competitor analysis from 5 competitors.• Utilizing more than 100.000 external data records from 3 job portal to conduct analysis regarding the needs of IT workers in Indonesia in 2023.• Deliver 10+ dashboard from analysis results by providing data visualization using Tableau

Responsibilities:• Craft and maintaining Tableau dashboard.• Develop Machine Learning Model for Recommender System, Topic Modelling and Topic Classification.• Performing A/B Testing scenarios.Achievements:• Developed A/B testing scenarios to increase GMV and cost efficiency for marketing content and customersegment and create visualization using Tableau to interpret the results.• Implementing NLP Classification model for Topic Classification to recognize 30 new topics in Platform with Logistic Regression (LR) using Clustered Data from Topic Modelling (Latent Direct Allocation). The modelachieved 80% accuracy after parameter tuning (18% higher than before tuned).• Initiated Research and Development on Machine Learning such as K-Nearest Neighbors (KNN) and Singular Value Decomposition (SVD) to craft Collaborative Filtering Recommender System for 700,000 Pijar Mahirusers. Turns out the SVD model achieved 0.5 RMSE (0.15 lower than KNN) and reduce the time taken to trainthe model by 90%.

Indonesia

Responsibility:Analyze data and craft an interactive dashboard and report about sales number, consumer research and other behaviors to help the marketing and product team make better decisions.Achievements:• Initiate the first ever interactive visualization including dashboard and report using Google Data Studio on Pijar Mahir• Working with Go To Market Manager, Product Manager, and Business Analyst to hold Consumer Research to get to know about inclinations, motivation, as well as buying behavior of Pijar Mahir Consumer with more than 20.000 data records of responders

Indonesia

▪ Create Crawl Machine for 3 Job Vacancy Platform and get 5000+ data. ▪ Performing simple data preprocessing to improve the result by 90%. ▪ Collaborating with Human Resources Department to conduct RIASEC classification

Master'S Degree, Informatics, 3.80

Bachelor'S Degree, Informatics, 3.60

Activities and Societies: ICODSA 2022 Bachelor's Thesis Title "Topic Classification in Indonesian Language Tweets using Fast-Text.