ignsagita

Follow

Ignasius D Sagita Christy ignsagita

Follow

Started in mechanical engineering, explored e-commerce, and finally discovered my true passion in data science and AI engineering

1 follower · 0 following

Stockholm, Sweden
in/ignasius-sagita

ignsagita/README.md

Hi folks! 👋

My name is Ignasius, or people usually call me Gita.

🌱 My focus areas are LLMs, Agentic AI, Reinforcement Learning, Deep Learning – model design, fine-tuning, optimization.
😄 My latest project is to build a multi-agent customer support system for CRM
✨ My AI and Data Science projects include (but are not limited to):
- Development and Deployment of Diabetes Prescreen Platform using Lifestyle Habit: App | Repo
- LLMs assistance for clinicians in developing differential diagnostic DDx
- Timeseries Forecasting and Classification using TensorFlow for Open Power System Data in Sweden
- Comprehensive Data Mining on Online Retail
- CNN vs. Pretrained Model on CIFAR or Fashion-MNIST
- Regression problem on Energy Efficiency and Housing Price
📒 In the meantime, I am also exploring Cloud Development and Deployment, Explainable AI, and Kubernetes.
📫 Feel free to reach me out: (https://www.linkedin.com/in/ignasius-sagita/)

Languages:

Tools:

Database:

Visualization:

Pinned Loading

chatbot-multi-agents chatbot-multi-agents Public

This project showcases a multi-agent customer support system built with Python, OpenAI, and Streamlit. It uses intelligent routing to handle refunds, product FAQs, and general inquiries, simulating…

Python
cath_pred cath_pred Public

Predicting cardiac catheterization using Bio_ClinicalBERT enhanced by knowledge graph and multi-agent system for retrieval.

Jupyter Notebook
nlp-ddx nlp-ddx Public

LLMs assistance for differential diagnostic (DDx)

Jupyter Notebook 2
timeseries-nn timeseries-nn Public

Timeseries Forecast and Classification for Energy case using SARIMA, N-BEATS, LSTM, and ROCKET

Jupyter Notebook
cnn-resnet-cifar cnn-resnet-cifar Public

CIFAR Classification Task with simple CNN, custom CNN and Resnet-18 with PyTorch

Jupyter Notebook
data-mining_online-retail data-mining_online-retail Public

Data Mining (including Feature Engineering, EDA, RFM clustering, CLV, K-Means++, DBScan) for Online Retail transactions data

Jupyter Notebook