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Ninoh Agostinho Da Silva

I am an NLP Engineer on a journey to become a Full Stack Developer. Based in Paris.

Skills

Use them or lose them.

Natural Language Processing, Machine Learning

Finding the appropriate architecture and model for a variety NLP/ML tasks. Developing and executing the full pipeline, including data cleaning, feature extraction, model training, and evaluation.

API deployment

Publicly deploying Python APIs with FastAPI and manage web infrastructure on servers with reverse proxies. Currently learning to automate and containerize the process with Docker/Kubernetes.

Front-end development

Building responsive and dynamic user interfaces with React and Next.js. Currently learning how to integrate authentication, CMS, databases and services other than FastAPI

Projects

List of currently accessible personal, client, and research projects.

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Taxes in El Salvador

A tax calculator for El Salvador.

Next.js
Tailwind CSS
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Machine Translation Challenge - Research paper

French-Bambara machine translation challenge hosted by Orange Silicon Valley that resulted in a research paper.

Python
PyTorch
XML
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GRAT

A web app for a multilingual writing assistant for versified text.

Next.js
Python
PyTorch
FastAPI
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WIP

A theater troupe client website and a computer vision project.

Work

Longer term experiences.

idealCO

2023 - Present

Data Scientist and AI Engineer - Employee/Freelancer

I am working on the next version of the professional social network for agents of "collectivités territoriales". I develop multiple AI and data processing Python micro-services integrated in the Kubernetes cluster, like the AI engine of the social network. Using PyTorch and embedding models, also interacting with SQL, GraphQL, Opensearch, RabbitMQ and other services.


coteries

2022 - 2023

Junior Machine Learning Engineer - Internship/Freelancer

Delivered 7 "skills" then deployed on the cedille.ai web app. I also designed and sold custom NLP/ML solutions to clients, with PyTorch and Google Cloud Platform.


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