Hi, I'm Ikrar Gempur Tirani, an Informatics Engineering student at Hasanuddin University (GPA 3.92/4.00) focusing on Artificial Intelligence with growing experience in machine learning, natural language processing, and statistical modeling.

Working with Python, TensorFlow, and PyTorch to build end-to-end ML systems from data preprocessing to deployment. I work on projects ranging from agent-based market simulations to fine-tuning deep learning models for NLP tasks, learning to apply rigorous methodology with production engineering practices.

Currently leading Creative Media Division at Google Developer Groups on Campus, developing technical expertise alongside communication and leadership skills. With full-stack development capabilities and design experience, I'm learning to build AI products that are both technically sound and user-friendly.

Born and raised in Gorontalo, January 6, 2005

Currently living in Makassar, South Sulawesi

Sixth semester Informatics student at Hasanuddin University (GPA 3.92)

Pursuing Machine Learning Engineer and Data Science roles

What I Do

Data science, machine learning engineering, and full-stack development. Building AI products that are technically sound and user-friendly.

Data Science & Analytics

Learning statistical analysis and hypothesis testing to extract insights from data. Developing skills in exploratory analysis, data visualization, and validation.

Machine Learning & NLP

Developing machine learning systems with focus on NLP. Learning deep learning with PyTorch and TensorFlow through academic and personal projects.

Full-Stack Development

Building web and mobile applications to bring ML models to users. Learning modern frameworks, APIs, and deployment practices.

Design Leadership

Leading creative teams with data-driven strategy. 5 years experience with proven metrics: 1M+ content views, 46% follower growth.

Technical Skills

Tools and technologies for data analysis, machine learning, and production software development.

Programming Languages

PythonSQLJavaScriptTypeScriptJavaC++Dart

Data Science & Machine Learning

TensorFlowPyTorchScikit-learnPandasNumPyNLTKHugging Face

Data Analysis & Visualization

Jupyter NotebookMatplotlibSeabornStatistical Modeling

Databases

MySQLPostgreSQLSupabaseFirebase

Tools & Platforms

GitGitHubGoogle ColabVS CodeRailwayVercel

Web & App Development

Next.jsReactNode.jsExpress.jsFlaskFlutterHTML/CSS

Design & Creative Tools

Adobe IllustratorAdobe PhotoshopFigmaAdobe After EffectsAdobe Premiere ProCanva

Experience

Full-stack development and creative leadership positions that combine technical implementation with data-driven strategy and team management.

Fullstack Developer

Cirebon Kuring Cafe

Technical Role•June 2025 – Present

Developing web and mobile application using TypeScript (Next.js) and Flutter with PostgreSQL database architecture currently in pre-launch phase. Designing database schema and data models to manage cafe operations, inventory tracking, and customer order systems. Collaborating with stakeholders to gather requirements and translate business needs into technical specifications.

TypeScript
Next.js
Flutter
PostgreSQL
Database Design
Requirements Gathering

Head of Creative Media Division

Google Developer Group on Campus - Hasanuddin University

Leadership Role•Aug 2025 – Present

Makassar, South Sulawesi

Lead team of 6 members, growing Instagram community by 46% (2,800 to 4,100 followers) and generating 1M+ total content views since August 2025. Achieved record monthly performance of 515K views in October 2025, representing 25x improvement from pre-leadership baseline through strategic content optimization and audience targeting. Analyze social media engagement metrics using Instagram Insights to inform data-driven decisions on content format, posting schedules, and creative direction.

Instagram: @gdgocunhas

Team Leadership
Data-Driven Strategy
Social Media Analytics
Content Strategy
Brand Management

Head of Creative Media Division

Coder Institute Hasanuddin University

Leadership Role•Feb 2025 – Present

Makassar, South Sulawesi

Lead creative team to produce visual content, event documentation, and promotional materials for university coding community. Coordinate with technical and organizational teams to support community initiatives and educational programs. Manage content production workflow ensuring consistent brand identity across social media platforms.

Instagram: @coderinstitute

Content Strategy
Team Coordination
Brand Identity
Graphic Design
Figma

Publication, Design, and Documentation Coordinator

Recursion UH

Leadership Role•Sep 2024 – Apr 2025

Makassar, South Sulawesi

Coordinated publication and creative strategy for inaugural national-level informatics competition organized by Hasanuddin University, featuring CTF, UX Design, ICT Business Plan, and Competitive Programming tracks. Built social media presence from ground up, achieving 894 followers and 96+ published content pieces across Instagram platform within 8-month period. Designed promotional materials, infographics, and technical documentation to support competition promotion and participant communication across multiple university campuses.

Instagram: @recursion.uh

Social Media Growth
Content Management
Visual Design
Adobe Creative Suite
Figma

Ready to Work Together?

I'd love to hear about your project and explore how we can create something amazing together.

Get in Touch View My Work→