Muhamad Hilmi Haidar

Full-Stack Developer & Machine Learning Engineer

Completed
projects

Work
experiences

Full stack developer with a Computer Engineering degree from Telkom University, experienced in building government-scale web platforms, RESTful APIs, and machine learning forecasting systems.

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Years Experience Working

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Full Stack Web Development

Backend & API Development

Machine Learning & Data Science

Desktop & Data Applications

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Experience

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NOW KKP Web Developer

2024 HMTK Head of Entrepreneurship D...

2024 BRIN Intern

2024 i-Smile Inventory Coordinator

2024 i-Smile Laboratory Assistant

2023 HMTK Staff Entrepreneurship

2022 Grab It Fast Public Documentation Team...

Work · Current

Web Developer

Kementerian Kelautan dan Perikanan RI - Sekretariat BPPSDM KP · Jakarta Nov 2025 - Present

Full stack development under the Magang Kemnaker government program, focused on platform modernization, RESTful APIs, and internal monitoring dashboards.

Revamped the BPPSDM KP secretariat website to improve usability, accessibility, and content presentation.
Developed full-stack website features using Java and API integrations across frontend and backend workflows.
Built and maintained REST APIs for website content, data operations, and internal service integrations.

Organization

Head of Entrepreneurship Department

HMTK · Bandung Dec 2024 - Aug 2025

Led student entrepreneurship initiatives and identity-driven product programs.

Directed production of official apparel, jackets, and Teknik Komputer merchandise.
Managed budgeting, vendor coordination, marketing, and product rollout planning.
Led department members in entrepreneurship programs that strengthened collaboration and student identity.

Work

Intern

Badan Riset dan Inovasi Nasional RI (BRIN RI) · Bandung Jun 2024 - Sep 2024

Data science internship for atmospheric and meteorological forecasting research.

Built and evaluated LSTM, ARIMA, and MLP forecasting models for wind speed and wind direction prediction.
Improved prediction performance by 15% through model tuning, feature engineering, and comparative evaluation.
Processed more than 200,000 meteorological records covering wind, temperature, humidity, and rainfall data.

Organization

Inventory Coordinator

i-Smile · Bandung Jun 2024 - May 2025

Coordinated laboratory inventory readiness and documentation.

Managed and updated inventory records for laboratory tools and materials.
Conducted stock evaluations and audits to maintain readiness for academic and research activities.
Implemented structured tracking to improve accuracy, traceability, and handover processes.

Organization

Laboratory Assistant

i-Smile · Bandung Jun 2024 - Dec 2024

Assisted artificial intelligence practicums and student troubleshooting.

Guided students in AI practicums covering search, fuzzy logic, and genetic algorithms.
Provided hands-on instruction and troubleshooting for algorithm implementation.
Prepared instructional materials and maintained laboratory equipment for class sessions.

Organization

Staff Entrepreneurship

HMTK · Bandung Oct 2023 - Dec 2024

Supported entrepreneurship operations, merchandise planning, and event branding.

Assisted planning and execution of official apparel, merchandise, and student event branding.
Supported logistics, vendor communication, and production tracking for entrepreneurship programs.
Contributed to marketing materials and team operations that improved student engagement.

Organization

Public Documentation Team Member

Grab It Fast 2023 · Bogor Sep 2022 - Jul 2023

Supported public documentation and digital communication for a student-organized event.

Produced live Instagram updates for a national student-organized event.
Maintained consistent tone, branding, and visual design across public communications.
Supported final content compilation before, during, and after the event.

Skills & Expertise

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Projects

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01 SuperExtension Digital Ext... SuperExtension Digital Extension Management Platform Click for details ↗

01/ 09

SuperExtension Digital Extension Management Platform

Spring Boot, React, MongoDB — national dashboards, analytics, priority-program monitoring, and integration APIs

A full-stack digital extension management platform for marine and fisheries operations at the Indonesian Ministry of Marine Affairs and Fisheries. The system combines Java Spring Boot backend services, a React TypeScript dashboard, and mobile API support for field extension workflows. The 2026 upgrade cycle expanded it into a national monitoring system with operational dashboards, officer and group analytics, priority-program tracking, external API integration, role-based external-agency access, and strengthened attendance processing.

Built Java Spring Boot backend APIs with MongoDB, validation, security, reusable service layers, and documentation support
Developed the national operations dashboard and analytics modules for extension officers and groups with province/district summaries, demographic charts, geospatial presence markers, and Excel export
Built the priority-program monitoring module end to end: interactive maps, per-location progress history, evidence tracking, and province-level summaries

02 BPPSDM KP Command Center BPPSDM KP Command Center Click for details ↗

02/ 09

BPPSDM KP Command Center

Laravel REST API and Next.js dashboard for ministry-wide human resources monitoring

A dashboard and monitoring platform for BPPSDM KP, the human resources development agency of the Indonesian Ministry of Marine Affairs and Fisheries. The system pairs a Laravel REST API with a Next.js TypeScript dashboard covering managerial, education, training, extension, and certification domains, including a monitoring-and-evaluation (Monev) module that was also extracted into a standalone application.

Developed Laravel 10 REST API services with JWT authentication, Excel export pipelines, and MySQL-backed reporting
Built Next.js 13 dashboard modules with TypeScript, Tailwind CSS, Radix UI, ApexCharts/Recharts, and Leaflet maps
Covered managerial, education, training, extension, and certification monitoring domains in a single command center

Live site

03 CAPIT LKR Permit Applicati... CAPIT LKR Permit Application System Click for details ↗

03/ 09

CAPIT LKR Permit Application System

React TypeScript frontend and Laravel API for lobster, crab, and swimming-crab utilization permits

A permit application and verification system for utilization certificates of lobster, crab, and swimming crab (LKR) at the Indonesian Ministry of Marine Affairs and Fisheries. Applicants submit utilization requests and track their status online, while the Laravel backend manages validation and processing workflows through a structured API.

Built the applicant-facing frontend with React, TypeScript, Vite, and Tailwind CSS including submission and status-check flows
Developed the Laravel API backend for permit data, validation, and processing workflows
Connected the frontend and backend through a proxied API layer for smooth development and deployment

04 Ocean Institute Indonesia... Ocean Institute Indonesia Website & CMS Click for details ↗

04/ 09

Ocean Institute Indonesia Website & CMS

Laravel institutional website with Filament admin panel, bilingual content, and deployment setup

A bilingual institutional website and content management system for Ocean Institute Indonesia using Laravel, Blade, Filament Admin Panel, database-backed content, and production deployment practices. The website includes public pages for home, profile, programs, contact, and campus information while administrators can manage institutional content through a secure admin panel.

Developed Laravel public pages and CMS-backed content structure for institutional profile, programs, campuses, and contact flows
Implemented Filament Admin Panel resources for secure content management and administrator workflows
Prepared localization, routing, database seeders, validation, and production configuration

Live site

05 Personal Portfolio CMS Personal Portfolio CMS Click for details ↗

05/ 09

Personal Portfolio CMS

Laravel portfolio website with database-driven content and admin-managed sections

A dynamic personal portfolio web application using Laravel and Filament instead of a static landing page. The system stores profile information, projects, work experience, education, certifications, skills, social links, CV assets, and contact messages in a database with an authenticated admin panel for content management.

Designed database-backed portfolio content for projects, experience, education, certifications, skills, social links, and CV assets
Built Laravel Blade portfolio pages connected to Eloquent models and reusable section templates
Implemented Filament-based admin workflows for maintaining content without hardcoding portfolio data

Live site

06 Cuacane Weather Monitoring... Cuacane Weather Monitoring & Dispersion Simulation App Click for details ↗

06/ 09

Cuacane Weather Monitoring & Dispersion Simulation App

Python desktop app for sensor monitoring, forecasting, and Gaussian plume simulation

A desktop weather monitoring and atmospheric dispersion simulation application using Python, PyQt5, QML, and machine learning models. The app integrates Vaisala WXT520 sensor data, displays real-time weather metrics, renders historical charts, visualizes wind direction, and includes an interactive map for Gaussian Plume dispersion simulation.

Built PyQt5 and QML desktop interface with adaptive dashboard, dark mode, weather metrics, historical charts, and wind visualization
Integrated Vaisala WXT520 sensor data parsing, real-time display, and CSV logging workflows
Implemented multi-horizon wind speed and direction prediction using MLP models at 15m, 1h, 3h, and 6h horizons

Code Demo

07 Wind Speed and Direction F... Wind Speed and Direction Forecasting Models Click for details ↗

07/ 09

Wind Speed and Direction Forecasting Models

PyTorch and scikit-learn models for multi-horizon weather forecasting

Machine learning models for forecasting wind speed and wind direction across multiple prediction horizons using historical Vaisala WXT520 weather sensor data. Wind direction is handled using sine/cosine transformation to avoid circular-angle prediction issues, with model performance evaluated using MAE, RMSE, R², and angular error.

Built MLP forecasting models for wind speed and transformed wind direction targets using sin/cos representation
Prepared time-series preprocessing workflows for weather data, normalization, validation, and feature engineering
Trained models with 2021–2022 data and validated with 2023–2024 data across multiple forecast horizons

Code

08 Saepul Transindo Perkasa L... Saepul Transindo Perkasa Logistics Website Click for details ↗

08/ 09

Saepul Transindo Perkasa Logistics Website

React and Tailwind company website for logistics and cargo services

A responsive company website for a logistics business using React, Vite, Tailwind CSS, React Router, and Framer Motion. The website presents company profile information, logistics services, gallery/navigation sections, and a WhatsApp call-to-action to help potential clients contact the business quickly.

Developed a professional logistics landing page for land, sea, and air cargo services
Implemented auto-sliding hero carousel, responsive layout, and service-focused sections using React and Tailwind CSS
Integrated WhatsApp contact link with a pre-filled message for instant client communication

Live site Code

09 Vaisala Weather Sensor Dat... Vaisala Weather Sensor Data Converter Click for details ↗

09/ 09

Vaisala Weather Sensor Data Converter

Python desktop utility for sensor log parsing, cleaning, and file conversion

A Python desktop utility that converts raw Vaisala WXT520 weather sensor data into cleaner and more usable formats for analysis or integration with environmental modeling workflows. The tool simplifies repetitive weather data preparation through parsing, validation, and structured export workflows.

Built a Python desktop utility for parsing raw Vaisala sensor lines and converting them into research-ready outputs
Added validation and export workflows to reduce repetitive manual weather data preparation
Supported broader atmospheric monitoring and dispersion analysis workflows through cleaner structured datasets

Code

Education & Certifications.

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2025 Udemy Machine Learning A-Z: AI, Py... Udemy

× Udemy Machine Learning A-Z: AI, Python & R + ChatGPT Prize Udemy · 2025

Machine learning certification covering AI workflows, Python, R, and applied model development.

View certificate

2025 LAC Telkom University CEFR B2 LAC Telkom University

× LAC Telkom University CEFR B2 LAC Telkom University · 2025 Valid until 2027

English proficiency certification at CEFR B2 upper-intermediate level.

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2021 - 2025 Computer Engineering Universitas Telkom

× Bachelor of Computer Engineering Universitas Telkom · Bandung GPA 3.51/4.00

Thesis: Cuacane, a weather and dispersion application for real-time sensor data processing, wind prediction, and Gaussian plume simulation.

View certificate

2025 Hak Cipta: Cuacane Application DJKI Kemenkumham RI

× Hak Cipta: Cuacane Application DJKI Kemenkumham RI · 2025

Official copyright registration for Cuacane, a weather monitoring and atmospheric dispersion simulation application, issued by the Directorate General of Intellectual Property of Indonesia.

2025 Hak Cipta: Vaisala Converter DJKI Kemenkumham RI

× Hak Cipta: Vaisala Converter DJKI Kemenkumham RI · 2025

Official copyright registration for the Vaisala Converter application for weather sensor data conversion, issued by the Directorate General of Intellectual Property of Indonesia.

Contact

I am always looking for great collaborators. Let’s message me and make something together!

Location:

Jakarta, Indonesia

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Muhamad Hilmi Haidar

Full-Stack Developer & Machine Learning Engineer

Completedprojects

Workexperiences

Full stack developer with a Computer Engineering degree from Telkom University, experienced in building government-scale web platforms, RESTful APIs, and machine learning forecasting systems.

Years Experience Working

Full Stack Web Development

Backend & API Development

Machine Learning & Data Science

Desktop & Data Applications

Skills & Expertise

SuperExtension Digital Extension Management Platform

BPPSDM KP Command Center

CAPIT LKR Permit Application System

Ocean Institute Indonesia Website & CMS

Personal Portfolio CMS

Cuacane Weather Monitoring & Dispersion Simulation App

Wind Speed and Direction Forecasting Models

Saepul Transindo Perkasa Logistics Website

Vaisala Weather Sensor Data Converter

Education & Certifications.

Contact

Location:

Send me a message and let’s make something together!

MUHAMAD HILMI HAIDAR

Completed
projects

Work
experiences