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Nicolo – Machine learning, AWS, Python, experts in Lemon.io

Nicolo

From Italy (UTC+2)

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AI Engineer
Data ScientistSenior
9 years of commercial experience
AI
Banking
Cloud computing
Consulting services
Credit and lending
Fintech
Legal tech
Marketing
B2B
B2C
SaaS
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Nicolo – Machine learning, AWS, Python

Nicolo is a dedicated professional with a Ph.D. in Physics and proven experience as Head of Data Science. Proficient in banking, finance, and insurance sectors, among others, he also once contributed his passion to "Altitudo research"- a personal project focused on stock market predictions. Known among our interviewers for strong communication skills, Nicolo stands to be an impressive candidate for new challenges in the Data Science realm

Main technologies
Machine learning
9 years
AWS
3 years
Python
10 years
SQL
8 years
Additional skills
GCP
Microsoft Azure
Linux
Git
AI
MongoDB
LLM
Ready to start
ASAP
Direct hire
Potentially possible
Ready to get matched with vetted developers fast?
Let’s get started today!

Experience Highlights

Solution Architect
Sep 2024 - Ongoing6 months
Project Overview

A software house providing compliance solutions to a vast number of banking institutions. Nicolo has helped develop a new product for legal document classification to enable institutions to process correspondence from their customers in real time, with better performance than a trained operator.

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Responsibilities:
  • Developed a POC using publicly available LLMs to classify text from PDFs;
  • Turned the POC into an MVP, creating the backend to use LLMs on-prem rather than in the cloud;
  • Developed source code and architecture.
Project Tech stack:
Microsoft Azure
Python
LLM
Prompt engineering
Flask
Solution Architect
Mar 2024 - Ongoing1 year
Project Overview

A software house providing compliance solutions to a vast number of banking institutions. For a recent solution that processed a vast amount of financial operations, Nicolo led the transition from MVP to fully fledged product.

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Responsibilities:
  • Led the dev team for new features delivery;
  • Developed new features;
  • Optimized the codebase for scalability and security;
  • Be responsible that the product worked smoothly on different setups: in SaaS and on different types of on-prem installations;
  • Dealt directly with the clients to solve issues in production.
Project Tech stack:
Microsoft Azure
DevOps
Terraform
Python
Head of Data Science
Jul 2022 - May 202310 months
Project Overview

An AI consultancy startup delivering innovative solutions to institutional clients in Banking and Financial Markets. As an Innovative Startup they consulted clients identifying projects where AI could bring the most value. Additionally, they contributed to the development of a trading platform that was one of the parent company's products.

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Responsibilities:
  • Led and supported the growth of the team of data scientists on consultancy projects;
  • Built a ML+DL model to predict stock price movements for Institutional clients;
  • Handled project management, delivery and post-delivery;
  • Identified opportunities and implemented solutions.
Project Tech stack:
Python
Machine learning
Deep Learning
API
AWS
GCP
Docker
MongoDB
SQL
Senior ML Engineer
Apr 2021 - Jun 20221 year 2 months
Project Overview

A startup developing an innovative AI-powered B2B knowledge platform in the credit space, leveraging canonical and alternative data.

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Responsibilities:
  • Led the data team on the design and development of a new AI platform;
  • Prioritized projects and influenced the company's strategy;
  • Built web scraping agents for data gathering from different sources;
  • Worked on a credit-scoring model;
  • Used Bert and LLM models for text summarization and sentiment analysis;
  • Designed and implemented NER and identity-matching algorithms;
  • Deployed containers to AWS.
Project Tech stack:
Python
AWS
MongoDB
AI
Machine learning
Docker
Linux
Git
Agile
Project management
SQL
LLM
Data Scientist, Contractor
Sep 2019 - May 20211 year 8 months
Project Overview

A tech company leveraging Machine Learning to facilitate B2B sales, offering a platform for enhancing client data and boosting conversion rates effectively.

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Responsibilities:
  • Worked on ML modeling for likelihood and value of sale predictions;
  • Provided exotic data sourcing and processing;
  • Used NLP to classify text content;
  • Contributed to social media and website modeling.
Project Tech stack:
Python
AWS
Machine learning
Deep Learning
Web scraping
API
Agile
SQL
GCP
Data Scientist
Aug 2018 - Jan 20195 months
Project Overview

A rapidly expanding UK challenger bank focused on sustainability, offering innovative solutions for saving, borrowing, spending, and sharing. Their recent launch of the first credit card aligns with the mission to assist customers in reducing their carbon footprint, driving towards the UK's net-zero carbon emissions target by 2050.

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Responsibilities:
  • Developed a new ML credit risk model to better identify customers likely to default;
  • Worked on an ML model for application fraud detection and prioritization;
  • Provided mail and chat topic modeling for action automation.
Project Tech stack:
Python
Machine learning
Agile
AWS
NLP

Education

2016
Physics, Ph.D.
Ph.D.

Languages

Italian
Advanced
English
Advanced

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