Andy Hermawan Email & Phone Number

Bekasi, Id

Jakarta Raya, Indonesia

• Monitoring the implementation of classes (delivering) and the running of the ongoing career consultation program.• Recap and approval final project scores.• Coordination of final project scheduling with Operational Team.• Division of presentation examiners and capstone project correctors.• Assisting in updating capstone project guidelines.• Assisting in handling weekly meetings related to data science lecturer reports.• Coordination with Operational Team related to the… Show more • Monitoring the implementation of classes (delivering) and the running of the ongoing career consultation program.• Recap and approval final project scores.• Coordination of final project scheduling with Operational Team.• Division of presentation examiners and capstone project correctors.• Assisting in updating capstone project guidelines.• Assisting in handling weekly meetings related to data science lecturer reports.• Coordination with Operational Team related to the data science program.• Assisting in updating materials (slides) and all materials related to learning in Job Connector Data Science. Show less

Jakarta Raya, Indonesia

Specialize in guiding students through the fundamentals of Python programming, including variables, conditional statements, loops, and functions. I also mentor students on hands-on projects, such as building simple CRUD applications using Python.I also teach Data Analysis include SQL from the basics (e.g., SELECT, LIMIT, WHERE, GROUP BY) to more advanced concepts like CTEs, window functions, and subqueries. Additionally, I cover Python for data analysis, using libraries such as… Show more Specialize in guiding students through the fundamentals of Python programming, including variables, conditional statements, loops, and functions. I also mentor students on hands-on projects, such as building simple CRUD applications using Python.I also teach Data Analysis include SQL from the basics (e.g., SELECT, LIMIT, WHERE, GROUP BY) to more advanced concepts like CTEs, window functions, and subqueries. Additionally, I cover Python for data analysis, using libraries such as pandas and numpy, as well as descriptive and inferential statistics (parametric and non-parametric tests like T-Test, Z-Test, Anova, Kruskall Walls, Mann Whitney, etc) alongside data visualization using seaborn and matplotlib. I also mentor students in their data analysis projects and teach the use of Tableau for further insights. And also teach in area of machine learning, like feature engineering, supervised and unsupervised learning, hyperparameter tuning, and model evaluation.I’ve had the opportunity to be a speaker in a seminar on "The Impact of AI in Data Science," sharing insights on the evolving field. Show less

Jakarta Raya, Indonesia

Actively contributed to the "Tridharma Perguruan Tinggi" (Three Pillars of Higher Education) by focusing on teaching, research, and community service.Teach Knowledge-Based Systems, where I introduced students to the principles of building intelligent systems that leverage knowledge representation, reasoning, and decision-making processes. This course covered topics such as expert systems, ontologies, and the application of artificial intelligence in various domains.I also teach… Show more Actively contributed to the "Tridharma Perguruan Tinggi" (Three Pillars of Higher Education) by focusing on teaching, research, and community service.Teach Knowledge-Based Systems, where I introduced students to the principles of building intelligent systems that leverage knowledge representation, reasoning, and decision-making processes. This course covered topics such as expert systems, ontologies, and the application of artificial intelligence in various domains.I also teach Data Mining, which focused on the techniques and tools used to extract meaningful patterns and insights from large datasets. Students learned about key concepts such as clustering, classification, association rules, and predictive modeling, along with practical applications in industries such as marketing, healthcare, and finance.In addition to my teaching duties, I conducted community service by providing training on the Internet of Things (IoT) to local companies, helping them understand the potential of IoT for improving operations and driving innovation in their businesses. Show less

Jakarta, Jakarta Raya, Indonesia

Created Recommendation Fraud Detection System & Governance with team for our client, Bank Raya, as a subsidiary of Bank Rakyat Indonesia.

Learned Python, Pandas, SQL, Statistics, Probability, Data Preparation & Imputation, Feature Engineering, Exploratory Data Analysis, Machine Learning and Modeling, Classification, Regression, Forecasting, Product Recommendation, Model Performance & Optimization, Dashboard Development, and created and presented Final Project about customer recommendation with machine learning.

Jakarta Raya, Indonesia

Digital Banking Development and Operation DivisionModelling for Credit Scoring at BRIGUNA, Work with Superset Dashboard for EDA, Work with Big Data Environment (SPARK, Hadoop, Hive, Impala), Extract, Transform, and Load data from Data Lake for specific Use cases, and Explore, Clean, and Process data for Machine Learning Development.

Bekasi Selatan, Jawa Barat, Indonesia

Teached Math for 10th and 11th grade, created sylabus and RPP for 3 years and trained olimpiad student for preparing KSN-K and KSN-P. I also won 2nd place a math competition between teachers in the city of Bekasi that organized by LOPI.

Bekasi, Jawa Barat, Indonesia

Tutored Mathematics to improve test readiness and created math practice questions for tryouts.

As an academic staff member, I assisted students with assignments, guided them in preparing for university entrance exams. Provided additional academic consultations to students outside of regular class hours.

Bekasi Selatan, Jawa Barat, Indonesia

Tutored Math for preparing PTN placement test like UTBK, SIMAK UI, UM UGM, etc.

S.Si., Mathematics

GPA : 3.03 Coursework : Statistical Methods, Mathematical Statistics, Scientific Programming and Algorithm, Mathematical Programming.

M.Si., Mathematics

GPA : 3.25 Coursework : Fourier Analysis, Functional Analysis, Lebesgue Measure and Integration, Financial Mathematics, Data Mining.