Aditya
Bayhaqie

About Me Aditya

Transforming Data into Intelligent & Actionable Insights

With a diverse skill set spanning AI/ML, Data Science, and Business Intelligence, I architect and build comprehensive solutions. My expertise extends to creating intuitive user experiences through UI/UX and Front-End Development, while my proficiency in Project and Product Management ensures that every project is driven from concept to completion effectively and strategically.

Professional Experience

A chronological journey of engineering impact and leadership milestones

2023 - 2024 Click for Metrics

Program Team Leader

AIESEC in Unsri (Palembang)

Led youth leadership development initiatives, designing interactive workshops, public speaking forums, and project management training for university students.

Project Management Leadership Development Event Planning Public Speaking

Nov 2024 - Jan 2025 Click for Metrics

Machine Learning Cohort

Bangkit Academy led by Google, Tokopedia, Gojek, & Traveloka

Participated in an intensive Google-led Machine Learning specialization, building end-to-end ML models, data pipelines, and capstone AI product deployments.

Machine Learning TensorFlow Scikit-learn Model Deployment

Jan 2024 - Jan 2025 Click for Metrics

Local Head of Product Operation

AIESEC in Unsri (Palembang)

Oversaw local project operations, strategic planning, CRM optimization, and cross-functional team management to deliver community-focused impact programs.

Product Operations CRM Optimization Quality Assurance Team Leadership

May 2024 - Present Click for Metrics

Research Scholar & Computer Lab Assistant

Sriwijaya University (Faculty of Computer Science)

Assisted in academic AI/data science research while guiding undergraduate students through practical Big Data, Database Systems, and SQL coursework.

Academic Research Big Data Systems Database Architecture SQL

Dec 2024 - Oct 2025 Click for Metrics

Machine Learning Core

Google Developer Group on Campus: Universitas Sriwijaya

Led the machine learning division at GDG, developing curricula, organizing technical workshops, and mentoring members on hands-on AI projects.

Curriculum Engineering Deep Learning NLP Developer Relations

July 2025 - Jan 2026 Click for Metrics

Generative AI Engineer

GONSTERS (Ludwigsburg, Germany)

Engineered generative AI solutions on AWS for a Digital Twin system, building Hybrid RAG pipelines, live telemetry querying, and automated root cause analysis.

Hybrid RAG Digital Twins Agentic AI Workflows AWS Cloud

August 2025 - Present Click for Metrics

Generative AI Research & Development

SimpliDots (Jakarta Selatan)

Spearheading Generative AI R&D, building autonomous LLM agents, automated reporting workflows, Text2SQL data compression, and tenant health ETL monitoring.

Generative AI R&D Kiro Agent Framework Cypress & Gherkin Activepieces/n8n

Activities & Skills

A showcase of my involvement and technical expertise.

Activities & Organizations

Google Developer Group on Campus: Unsri

Machine Learning Division Lead & Core

Dec 2024 - October 2025

Artificial Intelligence & Big Data Lab

Student Research Scholar & Lab Assistant

May 2024 - August 2026

AIESEC in Unsri

Local Head of Product Operation

Jan 2024 - Jan 2025

AIESEC in Unsri

Program Team Leader

2023 - 2024

BEM KM Fasilkom Unsri

Creative Multimedia & Brand Specialist

Dec 2022 - Dec 2023

Technical Skills

All

All Languages Frontend Backend AI/ML Data & BI Cloud & DevOps Tools Design

Languages

Python

R

C++

Java

JavaScript

TypeScript

HTML5

CSS3

PHP

Bash

SQL

C#

Frontend

React

Next.js

Bootstrap

Backend

Node.js

Express

Flask

Django

FastAPI

Hapi

AI & Machine Learning

TensorFlow

Keras

PyTorch

scikit-learn

Pandas

NumPy

Ollama

Milvus

FAISS

OpenCV

Streamlit

YOLO

Data & Business Intelligence

MySQL

MongoDB

Power BI

Tableau

Looker

Excel

Google Sheets

Cloud & DevOps

Google Cloud

Firebase

Git

GitHub

AWS

Azure

Docker

Development Tools

Jupyter

Google Colab

Kaggle

n8n

Notion

Jira

Trello

Slack

Word

PowerPoint

Google Docs

Google Slides

Postman

VS Code

Kiro

Anti gravity

Gherkin

Cypress

Design

Figma

Canva

Photoshop

Illustrator

Premiere Pro

CorelDRAW

Education

Universitas Sriwijaya

Bachelor of Computer Science

2022 - Present

Bangkit Academy

Machine Learning Cohort

2024

SMAN Agam Cendekia

Math Science

2019 - 2022

Certifications

All

All AI/ML Data Science Software Dev Cloud & DevOps Project Management Productivity

MCP for Leaders: Architecting Context-Driven AI

Dev Certified for Machine Learning with TensorFlow

AI Engineer Proffesional Certificate Course

AI Engineer Associate Certificate Course

AI Engineer Explorer Certificate Course

Agile Basics for Developers, Scrum Masters & Product Owners

Productivity with Notion 2025

Belajar Dasar Cloud dan Gen AI di AWS

Looker Studio /Google Data Studio Complete Advanced Tutorial

Data Preparation in Data Science using R

Data Visualization in Data Science using R

Database - SQL Track

R Fundamental for Data Science

R for Data Professional

Statistics using R for Data Science

TensorFlow: Data and Deployment

Custom Models, Layers, and Loss Functions with TensorFlow

Data Pipelines with TensorFlow Data Services

DeepLearning.AI TensorFlow Developer Specialization

Device-based Models with TensorFlow Lite

Generative AI for Everyone

Generative Adversarial Networks (GANs) Specialization

Neural Networks and Deep Learning

Sequences, Time Series and Prediction

Advanced Learning Algorithms

Belajar Analisis Data dengan Python

Convolutional Neural Networks in TensorFlow

Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

Linear Algebra for Machine Learning and Data Science

Machine Learning Specialization

Supervised Machine Learning: Regression and Classification

Belajar Dasar Git dengan GitHub

Crash Course on Python

Memulai Dasar Pemrograman untuk Menjadi Pengembang Software

Pengenalan ke Logika Pemrograman (Programming Logic 101)

Using Python to Interact with the Operating System

PORTFOLIO & PROJECTS

Tech AI/ML RAG Multi-Agent

Autonomous Release Notes AI

An autonomous multi-agent system built with CrewAI & RAG for proactive software release tracking and Q&A email automation.

Python CrewAI & LangChain

Tech AI/ML Multi-Agent

Customer Service GenAI Routing

Smart customer service application routing inquiries between Azure OpenAI and local Ollama models based on intent priority.

Python Azure & Ollama

Tech AI/ML Multi-Agent

Smart Loan Processing

Multi-agent financial workflow orchestrating sequential and parallel agents for automated document verification & risk scoring.

Python Streamlit & Ollama

Tech AI/ML Multi-Agent NLP

AI Researcher & Writer

Autonomous research & technical writing squad conducting deep topic synthesis and generating comprehensive engineering reports.

Python CrewAI & LangChain

Tech Full Stack Front End

IBL Infography Website

Interactive basketball data visualization portal built for the Indonesian Basketball League with dynamic statistical dashboards.

JavaScript Data Viz

Tech Full Stack UI/UX

Visit West Sumatera

Modern responsive tourism web experience showcasing the cultural heritage and travel destinations of West Sumatra.

HTML5/CSS3 UI/UX Design

Tech Algorithms C++

C++ Algorithmic Logic Suite

Curated solutions for competitive programming benchmarks, graph algorithms, and data structure implementations in C++.

C++ Algorithms

Tech AI/ML RAG

Generative AI Learning Hub

Hands-on repository containing LLM fine-tuning notebooks, hybrid RAG implementations, and agentic AI architectures.

Jupyter RAG & Fine-Tuning

Tech AI/ML NLP

Al-Quran Q&A Chatbot

Intelligent NLP-driven conversational agent indexing textual context to deliver accurate scriptural QA responses.

Python NLP Knowledge Base

Tech AI/ML Mobile AI

Indonesian Traffic Sign Detection

Real-time YOLO object detection & deep learning classification engine trained on Indonesian road traffic signage.

Python YOLO & TensorFlow

Tech AI/ML Multi-Agent

AI Travel Agent SDK

Modular Python SDK orchestrating autonomous travel planning agents for flight, hotel, and itinerary synthesis.

Python Travel Agentic AI

Tech Data Science Recommenders

Restaurant Recommendation System

Collaborative filtering recommendation engine predicting dining preferences based on user ratings & spatial similarity.

Python Scikit-Learn

Tech AI/ML NLP

Sentiment Analysis with IndoNLU

Transformer model fine-tuned on the IndoNLU benchmark for high-accuracy Indonesian sentiment classification.

PyTorch Hugging Face

Tech AI/ML Mobile AI

Budayaku - Batik Pattern Vision App

On-device mobile computer vision app utilizing TensorFlow Lite to classify traditional Indonesian batik patterns.

Flutter / TFLite Computer Vision

Tech AI/ML NLP Recommenders

Mood-Based Song Recommender

Audio feature & lyrical sentiment model generating personalized music playlists matched to text-inferred user moods.

Python Audio NLP

Tech Data Science EDA

Retail Data EDA & Analytics

Comprehensive exploratory data analysis uncovering sales velocity, customer cohort retention, and product affinity.

Python / Pandas Seaborn Analytics

Tech Data Science Credit Risk

Financial Credit Risk Analysis

Predictive risk scoring pipeline training XGBoost & Logistic Regression models to minimize credit default rates.

Python XGBoost & Scikit-Learn

Tech Data Science Time Series

COVID-19 Time Series in R

Epidemiological time-series forecasting & statistical trend dashboard built using R and ggplot2.

R Language Time-Series Analysis

Tech Data Science EDA

Brazilian E-Commerce Market Analytics

E-commerce data analytics exploring customer purchasing geography, logistics fulfillment latency, and seller KPIs.

Python E-Commerce EDA

Tech UI/UX Mobile App

Aksara - Script Learning App UI/UX

User-centered UI/UX mobile application case study & interactive prototype for traditional script education in Figma.

Figma UI/UX Prototype

Tech UI/UX Wellness Concept

Lively - Digital Wellness Concept

Productivity & digital mental wellness app design concept featuring comprehensive user research & wireframes.

Figma Wellness UI/UX

Tech Full Stack Web Systems

Hospital Management Information System

Full-stack web application orchestrating inpatient registration, appointment scheduling, and medical record EHR databases.

PHP & MySQL Web Systems

Non-Tech Social Project Digital Literacy

Filternesia 1.0

Digital literacy community initiative empowering youth to filter online misinformation and foster digital safety.

AIESEC Initiative Social Impact

Non-Tech Social Project Inclusive Education

Seruni 2.0 - Inclusive Education

Educational social impact project delivering specialized learning curricula to underprivileged children in alignment with SDG 4.

AIESEC Initiative Inclusive Education

Non-Tech Event Management

Google Cloud Roadshow 2025

Organized Google Cloud developer conference in Palembang connecting student engineers with industry cloud architects.

GDG Event Conference Lead