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I'm

Ichsan Pratama Adi

Data Scientist, Backend Developer, Electrician
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4+

Years

of working experience as a data scientist & backend developer

I have over 4 years of experience as a Data Scientist and Backend Developer. With an Electronics background, I also possess knowledge in areas such as electrical circuits, manufacturing, design, and data analysis

Electrical Circuits

Programming

Data Analysis

Projects Completed

3

Has completed 3 projects on Digitalization Power Plants, including Realibility Optimization System, and Boiler Auto Tuning.

Power Plants Visited

8

Developed an optimization system for multiple coal fired power plants in Indonesia.

Skills & Experience

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My Skills

Python
Data Visualization
HTML
Javascript
Machine Learning
Linux Environment
Cloud Computing
Master Degree

2017 - 2019

(Electronics field)

Electrical Engineering at
Institut Teknologi Sepuluh Nopember
Bachelor Degree

2012 - 2017

Electrical Engineering at
Institut Teknologi Sepuluh Nopember
Digitalent Scholarship

2019

Artificial Intelligence and Machine Learning training organized by

KOMINFO
IT Deputy Project Manager

Aug 2024 - Present

PT Sarana Maju Lestari
  • Led the IT Department in executing a digitalization power plant project, ensuring all tasks were completed on schedule according to the project plan.
  • Provided timely and effective solutions to the team, addressing challenges and facilitating smooth project progression.
  • Acted as the primary liaison between the IT team and clients, delivering optimal solutions that met both parties' needs.
  • Bridged communication gaps between the IT and Engineering teams, fostering collaboration and understanding to achieve project goals.
  • Utilized strategic planning and coordination to maintain project timelines and deliverables, ensuring successful project outcomes.
  • Consistently proofread project documentation and communications to ensure accuracy and professionalism.
  • Demonstrated leadership and problem-solving skills, contributing to the overall success and efficiency of the project.
Electrician

Dec 2023 - Aug 2024

PT Sandvik SMC
  • Perform regular maintenance and troubleshooting of mobile equipment for underground mining operations.
  • Conduct inspections and repairs to ensure equipment reliability and minimize downtime
Data Scientist & Backend Developer

2019 - 2023

PT Sarana Maju Lestari
  • Played a key role in the digitalization projects of PJB's Power Plant, named SOKET, as a Data Scientist and Backend Developer, responsible for preprocessing raw data, including data filtering based on statistical analysis.
  • Developed a Reliability Module based on LSTM and Autoencoder, enabling accurate prediction of future events and effective anomaly detection.
  • Maintained and optimized the Boiler Auto Tuning (BAT) model, specializing in Combustion Optimization process, utilizing Machine Learning techniques to enhance the efficiency of the combustion process in Power Plants.
  • Implemented real-time monitoring and maintenance applications for the Combustion Process, ensuring optimal performance and minimizing downtime.
  • Dockerized the project's API and deployed it on a CentOS server, ensuring scalability and ease of deployment.
  • Maintained clear and concise documentation of all processes and methodologies, facilitating seamless knowledge transfer and collaboration among team members.
  • Collaborated with cross-functional teams to ensure the successful implementation and integration of the digitalization projects.

Core Competencies

Python Proficiency and Integration

Possess advanced skills in Python programming and utilize it seamlessly to interact with hardware, databases, web applications, and develop end-to-end machine learning solutions.

Linux Environment and Collaboration

Experienced working within Linux environments, particularly GCP, and adept at executing diverse tasks. Additionally, I excel in collaborative settings, synchronizing work efficiently via git repositories and cloud servers.

Electrical Maintenance

Able to read schematics, maintain and repair electrical components. Also have PTFI's Electrical Low Voltage license to ensure the electrical related skill under 1000v.

Machine Learning Expertise

With extensive experience in machine learning, I am proficient in classification, regression, and clustering techniques.

My Projects

  • All Projects
  • Optimization
  • Full Stack

Let's Work Together

My homebase:

Safira Garden, Sidoarjo, ID


Call me:

WhatsApp a message

+62 858 7817 7947


Mail me:

Send mail

ichsan.application@gmail.com


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