Hi, my name is

Ignatius Jonathan Sugijono

Transforming Data into Intelligence, Driving Innovation with AI and Machine Learning.

Machine Learning
Data Science
Artificial Intelligence
Deep Learning
Python
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Projects

NBA-Pickem-Prediction

NBA Pick'em Prediction'

This project uses machine learning and statistical analysis to predict player stats (Points, Assists, Rebounds)

Python Machine Learning Web Scrape
Timeseries-Forecasting-GenAI

Supply Chain Forecasting Generative AI

A powerful time series forecasting application for supply chain management, leveraging Prophet and Generative AI for insights.

Python Streamlit Prophet
LoqlyAI

LoqlyAI

AI-powered chatbot for customer support and sales automation for businesses.

Python LLM AI Agent

Skills

Ignatius Jonathan Sugijono

About Me

Hi, my name is Jonathan, and I'm currently pursuing a master's degree in data science at Georgia State University. With a strong foundation in analytical thinking, problem-solving, and a keen eye for detail.

When I'm not coding, you can find me playing sports or bouldering, which is a new hobby for me. I believe in continuous learning and pushing the boundaries of what's possible with Artificial Intelligence technology.

Resume

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Experience

Data Analytics Developer & AI Engineer

Crowe Sep 2025 - Present
  • Building an enterprise-grade AI data chatbot solution that allows clients to query and interact with databases in natural language, reducing reporting time and improving decision-making efficiency.
  • Optimizing data pipelines and governance frameworks to guarantee reliable, high-quality analytics outputs for enterprise use.

Data Consultant Intern

Crowe Jun 2025 - Aug 2025
  • Engineered an AI Reasoning agent using LangChain to solve contextual issues and help generate SQL queries and created specific tools to facilitate client implementation.
  • Applying data optimization and cleaning techniques to ensure the reliability of the AI agent's data analysis.

Founder

Loqly.ai Mar 2025 - Present
  • Developed and launched Loqly.ai, a GenAI-powered chatbot platform that automates customer support, appointment booking, and sales workflows for small to mid-sized businesses, tailored by industry and communication tone.
  • Built a full-stack architecture that integrates OpenAI Assistant and automation to enable real-time GenAI interactions, calendar bookings, and intelligent multi-step workflows.
  • Led product development, branding, and social content strategy to position Loqly.ai as a friendly yet powerful GenAI solution for business automation and customer engagement.

Data Scientist & LLM Researcher – Graduate Research Assistant

Georgia State University Jan 2025 - Apr 2025
  • Optimized LLM prompts in Python to predict Finance Beta, enhancing forecast precision by tailoring inputs to financial risk factors and historical trends while ensuring alignment with historical data.
  • Strengthened model performance through iterative prompt refinement, leveraging domain knowledge to boost Beta forecasting reliability for portfolio analysis.

Data Analyst – Graduate Research Assistant

Truist Financial Corporation Aug 2024 - Jan 2025
  • Established risk dashboards for decision-makers at Truist Financial Corporation, designing and implementing ETL processes to automate data integration from 5+ sources, significantly boosting data processing efficiency.
  • Orchestrated weekly stakeholder communications to provide timely project updates, proactively gathering and integrating team feedback into prototypes while ensuring 100% alignment with business objectives and user needs throughout development.

Skills

Technical Skills: Python, R, SQL, Pandas, NumPy, SciPy, Matplotlib, Seaborn, MySQL, MongoDB, Tableau, Azure DevOps, Jupyter Notebook, Power BI, GitHub, sci-kit learn, LangChain, LangGraph
Professional and Leadership Skills: Critical Thinking, Creative Problem-Solving, Presenting Complex Data, Data Accuracy, Strategic Thinking, Quality Assurance, Generative AI, Large Language Models

Education

M.S. in Data Science and Analytics

Georgia State University Expected Graduation: Dec 2025
  • GPA: 4.04
  • Relevant coursework: Artificial Intelligence, Predictive Modeling, Machine Learning, Deep Learning, Statistical Analysis, Data Engineering
  • Teaching Assistant for Programming class in Python

B.F.A in Visual Effects

Savannah College of Art and Design 2018 - 2021
  • GPA: 3.8/4.0
  • Minor in Technical Direction

Projects

Supply Chain Forecasting Generative AI

2025
  • Developed a time series forecasting system using Facebook Prophet to model demand patterns and supply variability
  • Integrated Generative AI capabilities to generate actionable insights and supply chain recommendations for business leaders
  • Designed and deployed an interactive Streamlit dashboard, enabling non-technical stakeholders to visualize forecasts and scenarios

LoqlyAI

2025
  • Created an AI-powered customer support chatbot tailored for small and medium-sized businesses, improving response speed and customer satisfaction.
  • Implemented sales automation workflows that streamlined lead qualification and appointment booking.
  • Built and customized LLM-based AI agents for personalized, industry-specific conversations across multiple customer touchpoints.

NBA Pick'em Prediction

2024
  • Engineered machine learning models to forecast player performance across key metrics (Points, Assists, Rebounds)
  • Automated data collection by building web scraping pipelines to gather and clean historical NBA statistics
  • Applied advanced statistical techniques to validate models and enhanced prediction accuracy for real-world use cases

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