Osmond Willyando
Data Analyst at ITB Career Center- Claim this Profile
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Experience
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ITB Career Center
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Indonesia
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Human Resources Services
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1 - 100 Employee
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Data Analyst
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Apr 2023 - Jul 2023
Bandung, Indonesia During this internship, in the first two months, I worked on processing and visualizing trends for the study programs at FTSL (except for Civil Engineering) using Excel. In this task, I utilized basic and intermediate functions of Excel. In the third month, my group and I worked on developing a web-based dashboard using Streamlit, a Python framework. Here, our group focused on data processing and visualization within Streamlit. We leveraged object-oriented programming (OOP) for data… Show more During this internship, in the first two months, I worked on processing and visualizing trends for the study programs at FTSL (except for Civil Engineering) using Excel. In this task, I utilized basic and intermediate functions of Excel. In the third month, my group and I worked on developing a web-based dashboard using Streamlit, a Python framework. Here, our group focused on data processing and visualization within Streamlit. We leveraged object-oriented programming (OOP) for data processing to facilitate handling the data for all study programs' graduates from 2011 to 2015. We implemented filtering and created functions for each desired visualization, including various types of charts and visualizations such as line charts, bar graphs, pie charts, radar charts, and more. Show less
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Bangkit Academy led by Google, Tokopedia, Gojek, & Traveloka
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Indonesia
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IT Services and IT Consulting
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700 & Above Employee
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Machine Learning Path Cohort
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Feb 2023 - Jul 2023
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Fishku Indonesia
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Indonesia
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Technology, Information and Internet
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1 - 100 Employee
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Machine Learning Engineer
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May 2023 - Jun 2023
Indonesia In this apprenticeship, me and my team built a website dashboard using Streamlit as the front-end framework, FastAPI for the back-end, Cloud Firestore as the database, and deployed it using Compute Engine. Some of the features our website includes are: - Heatmap prediction for fishing spots based on chlorophyll content. - Weather and marine prediction. - Budget calculation. - Contributor form. My role in the project was focused on machine learning, specifically building… Show more In this apprenticeship, me and my team built a website dashboard using Streamlit as the front-end framework, FastAPI for the back-end, Cloud Firestore as the database, and deployed it using Compute Engine. Some of the features our website includes are: - Heatmap prediction for fishing spots based on chlorophyll content. - Weather and marine prediction. - Budget calculation. - Contributor form. My role in the project was focused on machine learning, specifically building models for rain precipitation prediction, wind prediction, and wave height prediction. I used the LSTM model for these predictions. Here are some screenshots of our website's results. Show less
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Institut Teknologi Bandung
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Indonesia
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Higher Education
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700 & Above Employee
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Assistant Lecturer for Sea Current
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Aug 2022 - Dec 2022
Bandung, West Java, Indonesia In this role I have responsibility to support the design, development and production of learning and practicum materials and deliver either across a range of modules related to Longshore current and Rip current
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Assistant Lecturer for Chemical Oceanography
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Jan 2022 - Jul 2022
Bandung, West Java, Indonesia In this role I have responsibility to support the design, development and production of learning and practicum materials and deliver either across a range of modules related to the Composition of Sea Water
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Assistant Lecturer for Biological Oceanography
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Aug 2021 - Dec 2021
Bandung, West Java, Indonesia In this role I have responsibility to support the design, development and production of learning and practicum materials and deliver either across a range of modules related to Hydrocolour method for research the quality of sea water.
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Education
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Institut Teknologi Bandung
Undergraduate, Oceanography, Chemical and Physical -
SMAK 1 BPK PENABUR Bandung