Data Software Developer

NGOLO MOUNGALA Rolvy Dicken

LOOKING FOR A MASTER’S END OF STUDIES INTERNSHIP IN DEEP LEARNING and NLP

[ ***********@*****.*** Ó +84-793****** +242-**-***-****

D-kn Dicken Hanoi, Vietnam

ACADEMIC PROJECTS DUR-

ING MASTER’S

NLP Chatbot (Natural Language Processing) with

Deep Learning

• It is a Chatbot project that I developed with the Deep Learning algorithm Seq2Seq RNN model which pur-

pose is to allow the chatbot to answer different ques- tions about current news, the dataset used on this project is the Cornell Film Dialogue Corpus obtained from Kaggle

Sentiment Analysis On Amazon Food Reviews

• It is a project on feeling analysis that I developed with the Deep Learning techniques. The goal was to find

out if the client’s opinion of the product is positive, negative or neutral. The dataset used on this project is the Amazon food reviews dataset, obtained from

Kaggle.

Prediction of annual income using Machine Learn-

ing

• The goal of the project is to predict if the annual in- come is superior or not to 50$k.

• Tasks: Analyzing data, Checking correlation between parameters, Removing outliers from the data set,

Choosing a regression algorithm

Creation and deployment of a diabetes prediction

application by Machine Learning using Flask and

Heroku

• During this project, we created a template using Ma- chine Learning, and a web application using flask and then connected with the template and Deployed the

template using Heroku

Movies Recommandation

• Predict whether or not a user will like a movie accord- ing to his preference by assigning him a preference score implemented with the Restricted Boltzmann Ma- chines (RBM) and PyTorch

Computer vision deep learning

• License plate detection and recognition

• Object classification (SIFT descriptor and KNN, SVM)

• Face recognition (OpenCV, Python)

• Recommendation system for user rating prediction

(PyTorch, Stacked Autoencoders)

STRENGTHS

Leadership – Creativity – Reactivity

Initiatives – communication – Team work

REFEREES

PhD. HO Tuong Vinh

Teacher Researcher at IFI, Hanoi (Vietnam).

Ó +84-904****** R ho.tuong.vinh@ifi.edu.vn

EDUCATION

Master in Computer Science

Data: Digital Contents Engineering in Enterprises

2020 – 2021 La Rochelle, France

• La Rochelle Université (ULR)

Master in Computer Science

Intelligent Systems and Multimedias

2019 – 2021 Hanoi, Vietnam

• Vietnam National University – (IFI)

Bachelor’s Degree in Computer Science

Computer and Network

2013 – 2016 Brazzaville, Congo

• Institut de Formation et d’Information Michel MONOD (IFIM) SKILLS

Programming Languages

Python, Java, JS/html/Css, SQL/NoSQL, MySQL

PostgreSQL, MangoDB

Frameworks & Platforms

Flask, Django, Git/Github, Airflow

Data Visualization

ElasticSearch, Kibana, Cloud ...

AI Frameworks

Tensorflow, Keras, Numpy, Pandas, Seaborn, PyTorch, Matplotlib, Scikit-learn, NLTK, Spacy, VNA, TexBlob, Gen- sim

Data Science & Big Data

Data Mining, Data analysis, Hadoop, Spark

Computer Vision

OpenCV, Scikit-image, Pillow

EXPERIENCE

Traffic Manager

CELESTE COMPUTER

Nov 2018 – Dec 2019 Brazzaville, Congo

Software Developer – Internship

CONGOLAISE DE RAFFINAGE

Feb 2014 – Feb 2017 Pointe-noire, Congo

Database Developer – internship

SCHLUMBERGER

Aug – Sept 2015 Pointe-noire, Congo

LANGUAGES

French

English

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