M Dicky Desriansyah

M Dicky Desriansyah

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With a 3.87 GPA, I am an undergraduate student in my seventh semester in the Information Systems department at Universitas Dharma Andalas. Artificial intelligence and machine learning are topics that I am really interested in and have a solid understanding of. Natural language processing, deep learning, machine learning, and TensorFlow frameworks are among the capabilities I possess. My proficiency in developing projects that employ state-of-the-art algorithms to address real-world issues, including hoax detection systems, has been greatly enhanced by programs like Bangkit Academy and MSIB. In the thesis that I am working on this semester, I'm also researching and developing a system that uses tsunami evacuation prediction models.

Skills & Expertise

A comprehensive overview of my technical proficiencies and professional capabilities

Machine Learning

Supervised Learning Unsupervised Learning Reinforcement Learning MLOps Applied ML

Deep Learning

Neural Networks CNN RNN LSTM

Natural Language Processing

Text Analysis Sentiment Analysis Language Models Data Analysis

TensorFlow

Model Deployment Advanced Techniques Developer Certified

Programming

Python Data Science Automation Software Development Git Programming Logic

Database Design

Oracle Database Management Data Modeling

Soft Skills

Problem Solving Teamwork Communication Leadership Project Management Adaptability Critical Thinking Time Management

Experience

Bangkit Academy

September 2024 – December 2024

Machine Learning Cohort

PT Dicoding Akademi Indonesia

Developed HOFE (Hoax Detection For Everyone), a Capstone project that utilized a Recurrent Neural Network (RNN) Machine Learning model to effectively detect hoaxes

Achieved 98% accuracy in hoax detection, demonstrating the model's high effectiveness in classifying information with minimal error

Completed the project with a team evaluation score of 93 and an individual score of 96.1, reflecting strong mastery of the subject matter

Graduated with the title Distinction Graduate, based on overall performance and evaluation results

MSIB (Magang Studi Independen Bersertifikat)

2024

Independent Study Internship

Kampus Merdeka

Participated in the Independent Study Internship Program (MSIB) by Kampus Merdeka

Enhanced practical skills through real-world project experiences

Successfully completed and obtained certification for independent study

Featured Projects

HOFE

Hoax Detection For Everyone

Harness the power of AI to separate fact from fiction in real-time with HOFE. This innovative project empowers users to identify misinformation through advanced machine learning algorithms. By analyzing patterns in language and sources, HOFE provides actionable insights to enhance critical thinking in the digital age.

RNN NLP TensorFlow 98% Accuracy

Tsunami Evacuation Prediction

XGBoost-based Evacuation Location Prediction

A machine learning application that predicts suitable evacuation locations during tsunami events. This project uses an XGBoost algorithm to analyze elevation, distance to coast, area type, and capacity to determine optimal evacuation sites for Padang City.

PHP XGBoost ML Algorithm Disaster Management

Coast Point Selector

Interactive Coastal Mapping Tool

An advanced geographical mapping application that enables users to collect and manage coordinate points along coastlines. Features include multiple selection modes (Box, Line, Polygon), real-time coordinate collection, location search with geocoding, statistics dashboard, and both database saving and JSON export capabilities. Built with Leaflet.js for interactive mapping and PHP for backend data processing.

JavaScript Leaflet.js PHP MySQL GIS

Let's Connect

I'm always open to discussing new opportunities, collaborations, or just having a chat about technology and innovation. Let's build something amazing together!

Send Me a Message

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