Ema Ilic emailic

Machine Learning Engineer with a MSc in Data Science from the University of Pisa and a background in Economics from the University of Bologna.

Achievements

emailic /README.md

Welcome to my account! Here's something little about me:

🔭 I’m currently working on a text and image generation project @CHAPTR ✨
🌱 I’m currently learning about new LLM research papers and writing about that on my Medium
💬 Ask me about RAG, LLMs, MLOps, AI System Architecture&Design, vector databases, NLP, computer vision, dimensinality reduction, time series classification and forecasting, text generation, classification and clustering algorithms, langchain, pinecone, pandas, Pytorch, Tensorflow, Keras, SQL...
📫 How to reach me: preferably by email which you can find in my profile info. I'm also active on Linkedin

YOLOv5-Microplasticos YOLOv5-Microplasticos Public

Using YOLOv5 to detect and classify microplastics fragments from images

Jupyter Notebook 6
Sensor-Data-Time-Series-Classification-Forecasting-Clustering-Anomaly-Detection-Explainability Sensor-Data-Time-Series-Classification-Forecasting-Clustering-Anomaly-Detection-Explainability Public

In this repository you may find data and code used for a machine learning project in sensor data done in collaboration with my colleagues Lorenzo Ferri and Roberta Pappolla at the University of Pisa.

Jupyter Notebook 3 1
Binary-BERT Binary-BERT Public

This is a simple tutorial for using a binary BERT model by the HuggingFace library

Jupyter Notebook 1
Hadoop-ApacheSpark-Clustering-Classification-Dimensionality-Reduction Hadoop-ApacheSpark-Clustering-Classification-Dimensionality-Reduction Public

This is the project done in collaboration with my colleagues Roberta Pappolla and Lorenzo Ferri. The scope of the project was a simulation of a machine learning/data science project on a big datase...

Jupyter Notebook
RAG_manuals RAG_manuals Public

RAG Prototype for Construction Machinery Manuals

Python
RAG_Dropbox RAG_Dropbox Public

RAG with FastAPI and Dropbox

Python