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Andriamarolahy Rabetokotany

ML/AI Engineer

Based in Antananarivo, MG (remote)

ABOUT

I use Python, data and Machine Learning techniques to solve business challenges. I find joy in expanding my knowledge through continuous learning.

WORK EXPERIENCE
AI/ML Engineer at Exponent.ch (remote)
Develop deep learning models and building AI-based applications.
R&D Scientist at Pulse Madagascar
Designed AI-based APIs and built machine learning prototypes.
Data science intern at Sonatel Group Senegal
Developed an image recognition prototype.
SKILLS

Evaluating BERT for the VQA task

Project photo

Project links

Skills

About this project

Visual Question Answering (VQA) involves answering questions about images using natural language. Initially, RNNs, LSTMs, and GRUs with pretrained word embeddings were used for question-only baselines. However, with advancements, large-scale pretrained language models like BERT have become involved. This project aims to retrain and evaluate a language-only baseline VQA model using BERT.