Daniele Passabì | Portfolio

2024

PORTFOLIO

Daniele Passabì

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ABOUT ME

I have always been interested in the world of IT, ever since I was a child.

I started my university career by majoring in Internet of Things, Big Data & Web. During this Bachelor's degree, I became particularly passionate about the world of Machine Learning and Data Analysis.

For this reason, I then attended and completed a Master in Data Science at the University of Trento.

I started my career as a Data Scientist at HPA | High Performance Analytics. My role mainly focused on data analysis and the development of artificial intelligence solutions, particularly in the field of Natural Language Processing, for which I am in charge.

As my career evolved, my role within the company did too. I transitioned from the position of Data Scientist to that of Chief Operating Officer (COO). In this leadership role, I am able to leverage my technical background to guide our team towards achieving the company's goals.

MY WORK PROJECTS

Here, you'll find a selection of projects I have been responsible for that represent my journey in the tech world so far.

Each one is a learning experience, addressing real-world challenges and aiming for practical solutions.

Ticket Classification

Machine Learning classifier capable of categorising incoming customers tickets

My Role: Data Scientist, AI Engineer

Ticket First Response

Algorithm capable of automatically answering the first question asked by a client

My Role: Data Scientist, AI Engineer

Truck Route Optimization

Algorithm capable of optimizing daily routes by matching available drivers to orders, saving the customer time and resources

My Role: Data Scientist, AI Engineer

X-Rays Diffraction

Algorithm trained on X-ray diffraction data that can identify types and amounts of compounds in new samples

My Role: Data Scientist, AI Engineer

Bills Optimization

Advanced optimization algorithm that accounts for all given constraints to generate a daily-curated list of bills ready for invoicing.

My Role: Project Manager

Cashflow Prediction

An algorithm that uses historical consumption data and customer clustering to forecast future monthly revenue.

My Role: Data Scientist, AI Engineer

Consumption Plausibility

AI algorithm automates quality control by evaluating the likelihood of new consumption figures using past customer data.

My Role: Data Scientist, AI Engineer

Chat with your Docs

Algorithm leveraging embeddings and LLMs to enable user-friendly interaction and querying of documents.

My Role: Data Scientist, AI Engineer

In this section, you'll find projects that highlight my work as a programmer.

While I mainly focus on Data Science and AI, these projects show another facet of my skill set.

Better Logs

Module extending and improving log management in Python

My Role: Programmer

Spell Checker

Algorithm that detects errors within a text and proposes possible corrections

My Role: Data Scientist, Programmer

Queue Management

Module for managing access to the queues of an API

My Role: Programmer

SQL Database Versioning

Module capable of managing SQL database versioning

My Role: Programmer

Language Detector

Module that leverages statistical methods to recognise the language of a given text

My Role: Data Scientist, Programmer

Translator

Module exploiting transformers for fast and accurate translations

My Role: AI Engineer, Programmer

MY FREE-TIME PROJECTS

Here you can explore a (small) curated collection of applications I've developed in my free-time.

Expenses Tracker

Tool that generates a detailed report of income and expenses from user-provided data.

Best BTP Finder

Enhanced Web-Scraping Tool for Selecting Optimal BTP Investments

Web Application