https://github.com/riiswa
https://www.instagram.com/riiswa
https://www.linkedin.com/in/warisr
https://warisradji.com
Hi
,
I'm
Waris
Radji
Artificial Intelligence Research Student & Freelancer
Hello ,
I'm
Waris
Radji
Artificial Intelligence Research Student & Freelancer
Age
22 years
Location
France, Paris/Bordeaux
Phone
+33 6 52 81 11 65
E-mail
Website
Interests
Street Lifting, Competitive Programming, Biology (Evolutionary Genetics)
Seeking a challenging position as a Reinforcement Learning Research Scientist in an innovative and state-of-the-art company or research laboratory. Experienced Software Engineer with 3+ years of experience, I have a solid background in designing AI system, that gives me a unique perspective and set of skills that I believe would be valuable in contributing to the development of advanced reinforcement learning research.
WORK EXPERIENCE
Jun 2022 - Aug 2022
Lunatech | Scala Center
SCALA OPEN-SOURCE DEVELOPER • Internship • Rotterdam
Working on Scala 3 support and adding the call hierarchy feature into the open-source tool Metals, the Scala language server. I still contribute to this project by solving issues and doing code reviews.
Scalameta
Scala
Jul 2021 - Aug 2021
Centre Hospitalier Universitaire de Bordeaux
DATA ANALYST • Freelance • Remote
Prediction of drowning risk from daily Meteo France meteorological data and development of an associated dashboard and an alert system.
Docker
SQLite
R
Apr 2020 - Aug 2020
CNRS - Laboratoire d'Océanographie et du Climat
FULL-STACK DATA DEVELOPER • Internship • Paris
Development of new functionalities for L-SAT, a web platform for collaborative analysis and exploration of satellite data. Minor changes to existing data analysis codes.
RabbitMQ
ChartJS
Javascript
Postgresql
Matlab
Django
Python
Jul 2019 - Aug 2019
CNRS - Northern Paris Computer Science Lab
SCALA DATA DEVELOPER • Associate • Paris
Implementation of a bio-inspired and clustering algorithm (Ant-Tree) in Scala to integrate it into the Clustering4Ever library. Use of data visualization libraries and Apache Spark to write ML notebooks.
Jupyter
Maplotlib
Spark
Python
Scala
EDUCATION
2022 -2023
Numerics Graduate Program - Optimisation and Decision
University of Bordeaux Graduate Research School
The Numerics program aims to train tomorrow's experts in complex digital systems analysis, through a week of courses and projects on the themes of optimisation and decision, and weekly seminars.
Combinatorial Optimization
Mathematical Modelling and Programming
Constraint Programming
Energy considerations in deep learning
2020 - 2023
Engineer's degree in Computer Science - Artificial Intelligence Major - PhD track
ENSEIRB-MATMECA - Bordeaux Graduate School in Electronics, Computer Science, Telecommunications, Mathematics and Mechanics
Master the necessary fundamental, theoretical and practical aspects of the main fields of computer sciences in order to develop. I joined the PhD track, which prepares engineering students for scientific research and its applications, encourages R&D vocations and facilitates the understanding of doctoral studies, through seminars, round tables, visits, projects, specific modules, etc.
Probability
Formal Methods
Automata Theory
Compiler Theory
Distributed Computing
Numerical Methods
System Programming
Computability Theory
Machine Learning
Reinforcement Learning
Deep Learning
Video Analysis
Computer Vision
Search Algorithms
Knowledge Representation
2018 - 2020
Technical college degree in Computer Science
Université Sorbonne Paris Nord (DUT Informatique)
Multidisciplinary training that trains assistant engineers and project managers in management and industrial computing. Operational in software and hardware development, we have participated in the design, realization and implementation of computer systems.
OOP
Database
HCI
Web Programming
Agile Methodology
Linear Algebra
Graph theory
Algorithms
Analysis
Differential Equation
Operational Research
Computer Network
ACHIEVEMENTS & PROJECTS
2022-2023
Evolutionary DIAYN
APPRENTICE RESEARCHER
Explored the benefits and limitations of applying DIAYN, a unsupervised reinforcement learning algorithm for skills discovery, on top of Evolutionary Strategies. Evaluated the performance and potential applications of this combination, and identified key considerations for effectively implementing DIAYN with Evolutionary Strategies.
2022-2023
Symboling: Reinforcement learning on symbolic data
APPRENTICE RESEARCHER
In collaboration with the INRIA Mnemosyne team, development of a variant of Q-Learning for use with symbolic data, allowing the incorporation of structured knowledge in the form of qualitative or quantitative data. Utilized edit distance to connect data points and navigate the space of the problem.
2022
GOOGLE ROADEF/EURO challenge 2012
APPRENTICE RESEARCHER
1 week to solve a machine reassignment problem, limited by hard constraints. I have mathematically modeled the problem as a system of linear equation, and I have solved it with Mixed Integer Programming methods using the Python-MIP library.
2022
MindMail
DEVELOPER
Creation of an "intelligent" webmail client, capable of classifying mails by automatically determining the different categories. An interactive interface allows to visualize the created clusters.
2021-2022 (Active)
Eirb'IA
CO-FOUNDER (with Hector Piteau)
Creation and management of the Artificial Intelligence Club of ENSEIRB-MATMECA through workshops, conferences, debates, competitions and paper popularization.
TECHNICAL SKILLS
Programming
Scala, Python, Java, Haskell, JS/TS, C, C++, Kotlin
Reinforcement Learning
QL, SARSA, DQL, SAC, DIAYN, Gym, Stable Baselines
Data Engineering
Spark, Kafka, Google Cloud Platform, (No)SQL
Machine Learning
Scikit-Learn, TensorFlow, Pytorch, Clustering4Ever, NLTK, Deeplearning4j
Data Visualization
D3.js, Plotly, ChartJS, Processing, Matplotlib, ggplot
Web Framework
React, Play!, Flask, Django, Angular