Fandi Presly Simamora

Master of Information Technology (M.Kom.)

Mikroskil University, Medan

Thesis: Hyperparameter Tuning of BiLSTM Using Bayesian Optimization for Stock Price Prediction.

Bachelor of Informatics Engineering (S.Kom.)

Mikroskil University, Medan

Undergraduate Thesis: Web Based Activity Monitoring Applications Development Using Improved Mask R CNN Algorithm.

Secretary of Undergraduate Program in Informatics Engineering

Mikroskil University, Medan

Lecturer of Undergraduate Program in Informatics Engineering

Mikroskil University, Medan

Computer Lab Assistant

Mikroskil University, Medan

Mikroskil University

Courses: Character Development: Leadership, Front End Mobile Applications Development

Mikroskil University

Courses: Character Development: Leadership, Game Application Development

Mikroskil University

Courses: Back End Web Development, Game Application Development, Object Oriented Design and Programming

Mikroskil University

Courses: Back End Web Development, Front End Mobile Applications Development, Game Application Development

Mikroskil University

Courses: Back End Mobile Applications Development, Game Application Development, Informatics Insight

Hybrid Approach of Topic Modeling and IndoBERT for Public Emotion Classification on Indonesia's Involvement Issue in the Board of Peace

Mikroskil University

Independent Research

Team: Fandi Presly Simamora, Juliana Damayanti Manurung, Hita, Elly

Sentiment Analysis of Public Response During the Indonesian House of Representatives (DPR RI) Demonstrations Using Topic Modeling and Aspect-Based Sentiment Analysis

Mikroskil University

Independent Research

Team: Fandi Presly Simamora, Juliana Damayanti Manurung

Agricultural Digital Transformation via BiLSTM-Based Weather Prediction Models for Optimizing Rice Planting Seasons in the Industry 4.0 Era

Ministry of Higher Education, Science, and Technology

Novice Lecturer Research Grant

Team: Fandi Presly Simamora, Khairul Hawani Rambe

Random Forest Optimization Using RFE for Stunting Classification at RSU Mitra Medika

Mikroskil University

Independent Research

Team: Sophya Hadini Marpaung, Frans Mikael Sinaga, Khairul Hawani Rambe, Fandi Presly Simamora

Hyperparameter Tuning of BiLSTM Using Bayesian Optimization for Stock Price Prediction

Mikroskil University

Independent Research

Team: Fandi Presly Simamora

Web Based Activity Monitoring Applications Development Using Improved Mask R CNN Algorithm

Mikroskil University

Independent Research

Team: Fandi Presly Simamora, Ebnu Mulkan Arsie, Mhd. Dwi Al Fiqri

Accelerating the Competitiveness of Vocational High School Graduates through Digital Portfolios and GitHub-Based Personal Branding

SMK Multi Karya Medan

Partnership-based Community Service

Team: Juliana Damayanti Manurung, Fandi Presly Simamora, Apriyanto Halim, Hita, Erlanie Sufarnap

Empowering Vocational Teachers for Future Industrial Challenges through Computational Thinking, Data Analysis, and AI Literacy Training

SMK 6 Medan and SMK 13 Medan

Assigned Community Service

Team: Fandi Presly Simamora, Juliana Damayanti Manurung, Apriyanto Halim

Transforming Teacher Roles to Boost Student Participation via Mentimeter Integration for Supporting Active Learning

SMK Methodist Tanjung Morawa

Partnership-based Community Service

Team: Juliana Damayanti Manurung, Gunawan, Fandi Presly Simamora, Hita, Ivan Dika Lesmana

Introduction to AI for Teachers at SMA Tri Ratna Sibolga: Preparing for the Golden Generation 2045

SMA Tri Ratna Sibolga

Assigned Community Service

Team: Yuni Marlina Saragih, Erwin Setiawan Panjaitan, Elly, Fandi Presly Simamora, Sabrina Adela Br Sibarani

Equipping Teachers at SMA Panglima Polem Rantauprapat with Future Technologies: Artificial Intelligence

SMA Panglima Polem Rantauprapat

Assigned Community Service

Team: Erwin Setiawan Panjaitan, Yuni Marlina Saragih, Elly, Sabrina Adela Br Sibarani, Fandi Presly Simamora

Analysis and Design of a Mobile-Based University Academic System

Mikroskil University

Undergraduate Thesis

Team: Angel Kornella Simamora, Anthony Chandra, Muhammad Fariz Dzuhreza

Analysis and Design of a Mobile-Based University Marketing Information System and New Student Registration

Mikroskil University

Undergraduate Thesis

Team: Anggiat Maju Siregar, Dina Elishabet Manalu, Yosua Hutabarat

Usability Evaluation and Improvement Recommendations for the Official Merdeka Belajar Kampus Merdeka (MBKM) Portal Using WEBUSE (Web Usability Evaluation) and IPA (Importance Performance Analysis)

Mikroskil University

Undergraduate Thesis

Team: Dessy Karmila Shandy, Jestiven

Agrivision: Machine Learning-Based Rice Disease Diagnosis and Solution Application

Ministry of Higher Education, Science, and Technology of the Republic of Indonesia

Student Creativity Program (PKM-KC)

Team: Amanda Grace Patricia Sinurat, Astriva Novaria Hutabalian, Ferdinanta Ginting, Mariana Kristi Sintauli Lumbantobing, Vio Azuhri

Equipping Teachers with Future Technologies: Artificial Intelligence

Jurnal Masyarakat Mandiri

Sinta 3 • Assigned Community Service

Team: Elly, Erwin Setiawan Panjaitan, Yuni Marlina Saragih, Sabrina Adela Br Sibarani, Fandi Presly Simamora

Aspect-Based Sentiment Analysis of Public Response During Parliamentary Protests Using Hybrid LDA-SVM

Building of Informatics, Technology and Science

Sinta 3 • Independent Research

Team: Fandi Presly Simamora, Juliana Damayanti Manurung

Improving the Digital Competence of Vocational High School Teachers to Face Future Industry Challenges in Medan City

BERNAS: Jurnal Pengabdian Kepada Masyarakat

Sinta 4 • Assigned Community Service

Team: Fandi Presly Simamora, Juliana Damayanti Manurung, Apriyanto Halim

Mentimeter Training to Support Active Learning for Teachers at SMK Methodist Tanjung Morawa

BERNAS: Jurnal Pengabdian Kepada Masyarakat

Sinta 4 • Partnership-based Community Service

Team: Juliana Damayanti Manurung, Gunawan, Fandi Presly Simamora, Hita, Ivan Dika Lesmana

Optimizing Rice Planting Schedules Based on Rainfall Prediction Using a BiLSTM Network

Journal of Novel Engineering Science and Technology

Sinta 2 • Novice Lecturer Research Grant

Team: Fandi Presly Simamora, Khairul Hawani Rambe, Sophya Hadini Marpaung

Forecasting Rice Price Volatility Utilizing BiLSTM-SHAP to Ensure National Food Stability

Engineering Science Letter

Sinta 2 • Novice Lecturer Research Grant

Team: Juliana Damayanti Manurung, Nadya Sikana, Fandi Presly Simamora, Zoni Zikro Manurung

Random Forest Optimization Using Recursive Feature Elimination for Stunting Classification

Indonesian Journal of Artificial Intelligence and Data Mining

Sinta 3 • Independent Research

Team: Sophya Hadini Marpaung, Frans Mikael Sinaga, Khairul Hawani Rambe, Fandi Presly Simamora, Kelvin

BiLSTM Hyperparameter Optimization Using Bayesian Optimization for Stock Price Prediction

Jambura Journal of Mathematics

Sinta 3 • Independent Research

Team: Fandi Presly Simamora, Ronsen Purba, Muhammad Fermi Pasha

Chapter 6: Programming Languages

MMFast Publishing

Book Chapter

Team: Sitti Suhada, Agung Yuliyanto Nugroho, Fauzan Natsir, Sutopo, Fandi Presly Simamora, Juliana Damayanti Manurung, Andhy Sulistyo, Supardianto

Chapter 14: Mini Project: Designing Real-World Computational Solutions

Bukuloka Literasi Bangsa

Book Chapter

Team: Asrul Sani, Andrianingsih, Juliana Damayanti Manurung, Shofinurdin, Wiranti Kusuma Hapsari, Arie Gunawan, Alon Jala Tirta Segara, Afifah Khaerani Aziz, Mohammad Iwan Wahyuddin, M. Rizki Fadhilah, Ruth Silvia Damaiyanty, Bima Prihasto, Agustina Verawati Silitonga, Fandi Presly Simamora, Moyo Hady Poernomo

Introduction to Basic Informatics and Its Role in the Digital Era

Book

EC002025218801 • DJKI Indonesia

Rainfall Prediction Model to Optimize Rice Planting Period Using BiLSTM

Computer Program

EC002025214947 • DJKI Indonesia

Digital Logic & Real-World Algorithms: Diving into the Core of Computer Science

Book

EC002025133861 • DJKI Indonesia

Workshop Mikroskil e-Xploration: Python

Mikroskil University

Internal Event

Coaching Clinic PKM

Mikroskil Student Union

Internal Event

Workshop Introduction to Game Development

Mikroskil University

Internal Event

Extra (Android)

Extra helps you log daily expenses, track the growth of your investment portfolio, and build a personal financial plan toward long-term financial freedom.

Fandi's Blog (Blog)

Fandi's Blog features personal writing, everyday book and product reviews, and light casual stories written for its loyal readers over the years.

Gudank Review (Content)

Gudank Review shares honest reviews of various warehouse products through short-form videos and threads on Facebook, Instagram, Threads, TikTok, and YouTube.

Hobi Ngoding (Blog, Content)

Hobi Ngoding shares beginner-friendly programming lessons through blog posts and light tutorial videos across Facebook, Instagram, TikTok, and YouTube.

Jurnalpedia (Android, Blog, Content)

Jurnalpedia offers guidance on academic publishing, tips for getting published in journals, and academic insights through its Android app, website, and social media.

Kapitalin (Web)

Kapitalin automatically checks and corrects capitalization in Indonesian text based on the latest Indonesian Spelling System (EYD), 5th Edition.

Lyric Formatter (Web)

Lyric Formatter automatically formats song lyrics with EYD-based capitalization, punctuation removal, and HTML conversion, built with Vanilla JS and Tailwind CSS entirely client-side.

Lyricspedia (Blog)

Lyricspedia offers a growing collection of song lyrics, from Indonesian and Western hits to local regional songs, complete with an easy-to-use search feature.

Mockup Generator (Web)

Mockup Generator is a Node.js tool that automatically creates consistent, on-brand thumbnail mockups using browser, phone, and tablet frames, complete with both a web UI and a CLI so no manual design work is needed.

Monitoring (Web)

Monitoring tracks indoor activity in real time through camera video, using the Detectron2 object detection model to automatically recognize movement.

SIMPRODI (Web)

SIMPRODI brings together student achievements, project showcases, interest tests, and BA recap data into a single academic portal built on Google Apps Script.

Special Day (Web)

Special Day helps you count down the days to special moments like birthdays, weddings, or other important celebrations in a simple, practical way.

To-Do List (Web)

To-Do List helps you manage personal task lists with a simple interface, featuring user authentication to keep every list private and secure.

Worshipedia (Blog)

Worshipedia gathers Christian worship and praise song lyrics from various churches and artists, helping accompany your daily devotion and worship time.