Raihan Daffa Muhammad

Taught regression analysis fundamentals and applied methods to 90+ students across multiple semesters. Guided students in using statistical software including SPSS, Minitab, and ArcView.

Processed and organized datasets with 200,000+ transactions and created interactive dashboards and visualizations. Used association rule mining with Python to identify frequent product pairings in customer data.

As a Student Buddy, I supported international exchange students during their academic and cultural adaptation. My role involved assisting them with administrative processes, guiding them through campus life, and introducing them to Indonesian culture and daily life. I acted as a bridge between students and the university, helping them overcome language barriers and ensuring a smooth transition int

Supported new TIAS students with academic and social adaptation, including administrative guidance and resource assistance. Organized student community activities and taught MySQL and JavaScript application fundamentals.

During my virtual internship as a Big Data Analyst at Kimia Farma in collaboration with Rakamin Academy, I gained hands-on experience in managing, analyzing, and visualizing large datasets. I employed MySQL to effectively store and retrieve pharmaceutical data, ensuring data integrity and accessibility. Additionally, I utilized Looker Studio to create interactive data visualizations that transform

Managed, analyzed, and visualized large datasets as a virtual big data analyst in collaboration with Rakamin Academy. Stored and retrieved pharmaceutical data using MySQL and built interactive dashboards with Looker Studio and Excel for data preprocessing and quality checks.

As a Cak dan Ning Surabaya tourism ambassador, I actively promoted the city's cultural heritage and tourism attractions. I led the media division, creating engaging content to showcase Surabaya's vibrant tourism scene. I also served as a tour guide, sharing anecdotes and historical insights to transform each tour into an unforgettable experience.

Promoted Surabaya’s cultural heritage and tourism attractions as a Cak dan Ning Surabaya tourism ambassador. Led the media division by creating engaging Instagram content and served as a tour guide sharing historical anecdotes.

Analyzed customer datasets to identify trends and patterns in purchasing decisions and marketing effectiveness. Built customer behavior dashboards and infographics using Microsoft Excel to support engagement and service improvements.

Analyzed extensive data sets related to empty house customers to identify key trends and patterns influencing purchasing and marketing decisions.
Contributed actively in customer satisfaction meetings, collaborating with PLN customer marketing team representatives to identify pain points and develop solutions.
Designed and implemented a comprehensive customer behavior dashboard using Microsoft Exc

As the Vice Chairman of the Statistics Student Council during my bachelor's degree, I played a pivotal role in fostering a vibrant and engaging academic community for my fellow statistics students. Collaborating closely with the Chairman and other council members, I spearheaded a range of initiatives to promote academic excellence, foster camaraderie, and cultivate a sense of belonging among our p

Assisted in teaching regression methods by supporting students’ understanding of linear regression, multiple linear regression, and logistic regression. Delivered interactive lectures and discussions, provided personalized guidance, and supported assignment workflows through grading and feedback.

As an assistant lecturer of regression methods, I had the opportunity to guide and support students in their comprehension of this fundamental statistical technique. My responsibilities included:

Preparing and delivering engaging lectures: I meticulously prepared and delivered comprehensive lectures that introduced students to the theoretical underpinnings of regression analysis, including linear

Assisted instruction in government statistics for a class of 30+ students, supporting lectures and learning activities. Covered topics including data collection methods (censuses, surveys, administrative records), statistical measures and analysis, and applications of government statistics.

As an assistant lecturer of government statistics, I had the privilege of guiding and supporting students in their journey through this crucial field of study. My responsibilities encompassed both teaching and assisting the course instructor in delivering an engaging and informative learning experience for our class of over 30 students.

My primary role involved preparing and delivering lectures t

Research project in Computer Engineering titled "Forecasting the Direction of Indonesian Mining Stock Prices Using a Hybrid GCN-BILSTM Model Optimized by BOHB-HyperBRKGA".

Research project in Information Systems titled "Optimization of GCN-BILSTM Model with BOHB-HyperBRKGA Hybrid for Classification of Mining Stock Price Direction Based on Spatial, Temporal, and Sentiment Features".