Siddharth Ravi

Siddharth Ravi Email and Phone Number

ML Researcher | PhD candidate in Computer Science | Marie Skłodowska-Curie scholar @ University of Alicante
alicante, valencia, spain
Siddharth Ravi's Location
Alicante, Valencian Community, Spain, Spain
Siddharth Ravi's Contact Details

Siddharth Ravi work email

Siddharth Ravi personal email

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About Siddharth Ravi

I'm a Machine Learning expert with a strong background in building end-to-end software pipelines, from data creation to model deployment. I enjoy solving complex problems with large datasets, especially in areas like active and assisted living, traffic, transportation, and reinforcement learning.My research focuses on visual privacy, omnidirectional cameras, and interpretable machine learning. As a Marie Skłodowska-Curie PhD fellow at the University of Alicante, I'm working on AI solutions that protect visual privacy in active and assisted living settings.

Siddharth Ravi's Current Company Details
University of Alicante

University Of Alicante

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ML Researcher | PhD candidate in Computer Science | Marie Skłodowska-Curie scholar
alicante, valencia, spain
Website:
ua.es
Employees:
1138
Siddharth Ravi Work Experience Details
  • University Of Alicante
    Marie Skłodowska-Curie Early-Stage Researcher
    University Of Alicante Apr 2021 - Present
    Alicante, Valencian Community, Spain
    Researching machine learning-based visual privacy preservation techniques for active and assisted living.https://en.wikipedia.org/wiki/Marie_Sk%C5%82odowska-Curie_Actions
  • Stockholm University
    Visiting Researcher
    Stockholm University May 2023 - Aug 2023
    Stockholm, Stockholm County, Sweden
    Working on an interdisciplinary project for the creation of an end-to-end private by design pipeline for active and assisted living. Worked with researchers from the Stockholm university school of law.
  • Q-Free Asa
    Research Engineer
    Q-Free Asa Apr 2019 - Mar 2021
    Netherlands
    Developing state-of-the-art reproducible object detection and segmentation pipelines with deep learning for solving hard problems relating to traffic and transportation.
  • Tilburg University
    Researcher
    Tilburg University Jan 2018 - Feb 2019
    Tilburg Area, Netherlands
    Researching methods to interpret complex machine learning models.- Developed a methodology to distill soft decision trees to interpret deep reinforcement learning policies using evolutionary algorithms. (Python/Tensorflow, MATLAB).- Created interpretable concept mappings from neural latent spaces to knowledge bases comprised of combinations of input features. (Pytorch)
  • Tu Delft
    Teaching Assistant
    Tu Delft Jun 2016 - Dec 2016
    Delft Area, Netherlands
    Lead teaching assistant for course 'Computational Intelligence'. Created and graded assignments, assisted students in doing their lab work.
  • Ey
    Working Student
    Ey Mar 2016 - Jun 2016
    Amsterdam, North Holland, Netherlands
    Creating highly-accurate multi-stage machine learning models for credit risk forecasting.- Built a 99.9% accurate credit-risk forecasting pipeline (MATLAB, SQL), using a multi-stage architecture composed of supervised and unsupervised machine learning models. Trained on a 30M+ line loans dataset.

Siddharth Ravi Skills

Deep Learning Markov Decision Processes Probability Theory Reinforcement Learning C++ C Quantitative Research Quantitative Finance Robotics Statistical Data Analysis Time Series Analysis Engineering Matlab Linux Simulink Electronics Simulations Microsoft Office Microsoft Excel Signal Processing Control Systems Design Bash Sql Python Programming Artificial Intelligence Mathematical Modeling Financial Modeling Bayesian Statistics Big Data Optimization Algorithms Computer Networking Computational Neuroscience Machine Learning Fuzzy Systems Ruby Fortran Credit Risk Trading Investments Convex Optimization Javascript

Siddharth Ravi Education Details

Frequently Asked Questions about Siddharth Ravi

What company does Siddharth Ravi work for?

Siddharth Ravi works for University Of Alicante

What is Siddharth Ravi's role at the current company?

Siddharth Ravi's current role is ML Researcher | PhD candidate in Computer Science | Marie Skłodowska-Curie scholar.

What is Siddharth Ravi's email address?

Siddharth Ravi's email address is siddharth.ravi@ua.es

What schools did Siddharth Ravi attend?

Siddharth Ravi attended Universitat D'alacant, Delft University Of Technology.

What are some of Siddharth Ravi's interests?

Siddharth Ravi has interest in Football, Neural Networks, Automobile Manufacturing, Reviewing Movies And Books, Research Interests, Swimming, Reinforcement Learning, Quizzing, Power Electronics, Education.

What skills is Siddharth Ravi known for?

Siddharth Ravi has skills like Deep Learning, Markov Decision Processes, Probability Theory, Reinforcement Learning, C++, C, Quantitative Research, Quantitative Finance, Robotics, Statistical Data Analysis, Time Series Analysis, Engineering.

Who are Siddharth Ravi's colleagues?

Siddharth Ravi's colleagues are Ana Ramon, Cultura De Los Cuidados, Verónica Yagües, Jesus Angel Gutierrez Gil, Carsten Claus, Juan Carlos Iq Profe, Sandra Solbes.

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