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Stephen Singer

Software Engineer

Languages

Filipino | English

Skills

HTML, CSS, C, C++, JavaScript, ReactJS, Python, Django, Flask, PyTorch, TensorFlow, Pandas

Professional Experiences

Civicom Pacific, JP Morgan Chase & Co – Software Engineer
2023 – Present

  • Developed Python console applications for large-volume data cleaning, reducing processing time by 50%.
  • Created an AutoML pipeline for multi-label text classification using scikit-learn and TensorFlow.
  • Co-developed Python-based automation systems for various business processes, handling an average of five tasks per week and saving minutes to weeks of processing time.
  • Organized daily Python sessions focusing on project ideation, fundamentals training, and code reviews.

Brighterly – Math Teacher
2024

  • Provided math instruction to students using interactive and personalized teaching approaches.


Union Bank of the Philippines – Intern Developer (Robotic Process Automation)
2022

  • Developed RPA workflows for web scraping and platform management using Appian and UI Path.
  • Trained in React JavaScript for web development and Power BI for data visualization.

University of the Philippines Student Chapter (UP ACM) – Frontend Web Developer
2021 – 2023

  • Developed and maintained React-based web portals for student organization projects.

University of the Philippines Diliman – Programming Fundamentals Student Assistant
2021 – 2022

  • Assisted in programming labs and exercises for undergraduate students.

Education

University of the Philippines, Diliman – Bachelor of Science in Electronics Engineering
Specializations: Digital Signal Processing, Machine Learning, Software Engineering

Publications

UP Diliman CRS Genetic Scheduler (2023)

  • Custom, PyTorch-based genetic algorithm system in determining an optimal enlistment under a simplified simulation of the University of the Philippines Diliman (UPD) Computer Registration System (CRS) that enlists subjects to students on a lottery system based on the demand and availability of a schedule.

Electromyography System (2023)

  • Noise filtered and amplified EMG signals which are transmitted using Binary Frequency Shift Keying Modulation and post-processed in MATLAB.

Google Developer Student Clubs UP Diliman Python References (2021)

  • Written Python resources and exercises for students learning programming fundamentals.

Seminars

  • Easy as Py – Python Fundamentals Instructor (2022)
  • Bit Series Programming with C++ and Python – Instructor (2020, 2021, 2022)
  • Developer Student Clubs UP Diliman – Flutter Fundamentals – Learning Material Writer (2020)
  • Forge Ahead: 2024 NSPC Qualifiersb  Cliniquing Workshop – Science and Technology Writing Trainer