Hello!
I'm Aditya Bayhaqie
Software Developer & Machine Learning Researcher
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.
Areas of Expertise
Click any domain to explore deep technical capabilities and stack details
LATEST NEWS & ACTIVITIES
Real-time engineering updates, Medium technical publications, latest GitHub commits, and LinkedIn R&D insights.
TECHNICAL PUBLICATIONS & LINKEDIN UPDATES
The Agent Orchestration Showdown: CrewAI, AutoGen, & LangGraph
Deep-dive technical article comparing multi-agent architectures, state management, and production orchestration patterns.
Generative AI & LLM Agent R&D
Sharing key architectural learnings on building autonomous LLM agents with Cypress/Gherkin E2E testing, Text2SQL RAG retention via TOON standard, and AWS Digital Twins telemetry.
Professional Experience
A chronological journey of engineering impact and leadership milestones
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.
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.
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.
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.
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.
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.
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.
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
Languages
Python
R
C++
Java
JavaScript
TypeScript
HTML5
CSS3
PHP
Bash
SQL
C#Frontend
React
Next.js
BootstrapBackend
Node.js
Express
Flask
Django
FastAPI
HapiAI & Machine Learning
TensorFlow
Keras
PyTorch
scikit-learn
Pandas
NumPy
Ollama
Milvus
FAISS
OpenCV
Streamlit
YOLOData & Business Intelligence
MySQL
MongoDB
Power BI
Tableau
Looker
Excel
Google SheetsCloud & DevOps
Google Cloud
Firebase
Git
GitHub
AWS
Azure
DockerDevelopment Tools
Jupyter
Google Colab
Kaggle
n8n
Notion
Jira
Trello
Slack
Word
PowerPoint
Google Docs
Google Slides
Postman
VS Code
KiroAnti gravity
Gherkin
CypressDesign
Figma
Canva
Photoshop
Illustrator
Premiere Pro
CorelDRAWEducation
Universitas Sriwijaya
Bachelor of Computer Science
2022 - Present
Bangkit Academy
Machine Learning Cohort
2024
SMAN Agam Cendekia
Math Science
2019 - 2022
Certifications
PORTFOLIO & PROJECTS
Autonomous Release Notes AI
An autonomous multi-agent system built with CrewAI & RAG for proactive software release tracking and Q&A email automation.
Customer Service GenAI Routing
Smart customer service application routing inquiries between Azure OpenAI and local Ollama models based on intent priority.
Smart Loan Processing
Multi-agent financial workflow orchestrating sequential and parallel agents for automated document verification & risk scoring.
AI Researcher & Writer
Autonomous research & technical writing squad conducting deep topic synthesis and generating comprehensive engineering reports.
IBL Infography Website
Interactive basketball data visualization portal built for the Indonesian Basketball League with dynamic statistical dashboards.
Visit West Sumatera
Modern responsive tourism web experience showcasing the cultural heritage and travel destinations of West Sumatra.
C++ Algorithmic Logic Suite
Curated solutions for competitive programming benchmarks, graph algorithms, and data structure implementations in C++.
Generative AI Learning Hub
Hands-on repository containing LLM fine-tuning notebooks, hybrid RAG implementations, and agentic AI architectures.
Al-Quran Q&A Chatbot
Intelligent NLP-driven conversational agent indexing textual context to deliver accurate scriptural QA responses.
Indonesian Traffic Sign Detection
Real-time YOLO object detection & deep learning classification engine trained on Indonesian road traffic signage.
AI Travel Agent SDK
Modular Python SDK orchestrating autonomous travel planning agents for flight, hotel, and itinerary synthesis.
Restaurant Recommendation System
Collaborative filtering recommendation engine predicting dining preferences based on user ratings & spatial similarity.
Sentiment Analysis with IndoNLU
Transformer model fine-tuned on the IndoNLU benchmark for high-accuracy Indonesian sentiment classification.
Budayaku - Batik Pattern Vision App
On-device mobile computer vision app utilizing TensorFlow Lite to classify traditional Indonesian batik patterns.
Mood-Based Song Recommender
Audio feature & lyrical sentiment model generating personalized music playlists matched to text-inferred user moods.
Retail Data EDA & Analytics
Comprehensive exploratory data analysis uncovering sales velocity, customer cohort retention, and product affinity.
Financial Credit Risk Analysis
Predictive risk scoring pipeline training XGBoost & Logistic Regression models to minimize credit default rates.
COVID-19 Time Series in R
Epidemiological time-series forecasting & statistical trend dashboard built using R and ggplot2.
Brazilian E-Commerce Market Analytics
E-commerce data analytics exploring customer purchasing geography, logistics fulfillment latency, and seller KPIs.
Aksara - Script Learning App UI/UX
User-centered UI/UX mobile application case study & interactive prototype for traditional script education in Figma.
Lively - Digital Wellness Concept
Productivity & digital mental wellness app design concept featuring comprehensive user research & wireframes.
Hospital Management Information System
Full-stack web application orchestrating inpatient registration, appointment scheduling, and medical record EHR databases.
Filternesia 1.0
Digital literacy community initiative empowering youth to filter online misinformation and foster digital safety.
Seruni 2.0 - Inclusive Education
Educational social impact project delivering specialized learning curricula to underprivileged children in alignment with SDG 4.
Google Cloud Roadshow 2025
Organized Google Cloud developer conference in Palembang connecting student engineers with industry cloud architects.
LET'S WORK TOGETHER
Got an innovative project, AI research proposal, or engineering role? Send a message directly below or reach out via socials.
Let's Build Something Exceptional
Specializing in Autonomous AI Agents, LLM Orchestration, Full-Stack Architecture, and Data Science systems.
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