Mreenav Deka
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Mreenav Deka Email & Phone Number

Machine Learning Engineer at Larian Studios
Location: Guildford, England, United Kingdom 6 work roles 2 schools
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Current company
Larian Studios
Role
Machine Learning Engineer
Location
Guildford, England, United Kingdom
Company size
231 employees

Who is Mreenav Deka? Overview

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Mreenav Deka is listed as Machine Learning Engineer at Larian Studios, a company with 231 employees, based in Guildford, England, United Kingdom. AeroLeads shows a matched LinkedIn profile for Mreenav Deka.

Mreenav Deka previously worked as Research Assistant at Fraunhofer Iis and Tech Specialist 1 - Machine Learning Engineer at Motius. Mreenav Deka holds Master Of Science - Msc, Data Engineering And Analytics, 1.7 from Technical University Of Munich.

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Larian Studios

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Profile bio

About Mreenav Deka

I am a machine learning engineer by profession, with a background in computer vision and software development. I have worked in research and in the industry, in topics such as:1. Object detection/tracking/classification/segmentation2. Neural Radiance Fields3. Photogrammetry/Multi-View Geometry4. Semi-supervised/weakly-supervised/self-supervised learning5. Backend development and deploymentMy tech stack of choice is Python and PyTorch, but I have also worked with JAVA, C++, and Tensorflow in the past.I have a deep theoretical background in machine learning, deep learning, computer vision, natural language processing, as well as generative AI.Outside of work, you will find me swimming a few laps at the local pool, playing the guitar, or cooking for friends.If you are interested in chatting about AI or Tech or just life in general, do not hesitate to connect with me and send me a message :)

Current workplace

Mreenav Deka's current company

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Larian Studios
Larian Studios
Machine Learning Engineer
belgium
Website
larian.com
Employees
231
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6 roles

Mreenav Deka work experience

A career timeline built from the work history available for this profile.

Machine Learning Engineer

Current
Larian Studios

Guildford, England, United Kingdom

May 2024 - Present

Research Assistant

Fraunhofer Iis

Munich, Bavaria, Germany

Implemented and benchmarked object detection models.Implemented domain adaptation to allow object detection models trained on synthetic data to generalise to real world data. Increased recall from previous models three-times by using a combination of domain adaptation and tiled inference.MLOps including data versioning (DVC), data quality checks (great.

Jul 2023 - Mar 2024

Tech Specialist 1 - Machine Learning Engineer

Motius

Munich, Bavaria, Germany

Created the pipeline for densely placed small object detection (approximately 5000 detections per image) with a mean average precision of around 90%.Undertook the task of cleaning the classification dataset consisting of around 18000 images and created a machine-learning model to auto-label them.Created the pipeline for multi-label classification and.

Nov 2022 - Mar 2023

Student Assistant

Tum School Of Management

Prepared coding exercises for the tutorial sessions of Business Analytics

Jun 2022 - Sep 2022

Software Engineer

Cgi

Bangalore

* Developed APIs for the CGI Trade360 trade finance platform.* Led 4 feature developments with teams of three or four people.* Recognized with the monthly award for exceptional employee in June 2020 and October 2020.

Aug 2019 - Mar 2021

Data Engineering Intern

Biosectrx

Guwahati Area, India

Created the initial data pipeline which is used to scrape, parse, and store data from online websites dealing with innovations in Biotechnology so that it can be used to inform business decisions. Worked under the mentorship of Mr. Divya Shakti, who is the co-founder of BiosectRx.

Jun 2017 - Jul 2017
Team & coworkers

Colleagues at Larian Studios

Other employees you can reach at larian.com. View company contacts for 231 employees →

MD Megat Denney Megat Denney Colleague at Larian StudiosMalaysia, Malaysia View → JB Jef Belmans Jef Belmans Colleague at Larian StudiosAntwerp, Flemish Region, Belgium, Belgium View → ·S ·Giuseppe Sanseverino Valverde ·Giuseppe Sanseverino Valverde Colleague at Larian StudiosL'Hospitalet De Llobregat, Catalonia, Spain, Spain View → FJ Fūnk-É Joseph Fūnk-É Joseph Colleague at Larian StudiosToronto, Ontario, Canada, Canada View → DT Dario Tartagni Dario Tartagni Colleague at Larian StudiosSurrey, England, United Kingdom, United Kingdom View → UJ Urszula Jach-Jaki Urszula Jach-Jaki Colleague at Larian StudiosWarsaw, Mazowieckie, Poland, Poland View → ZK Zachary Kerr Zachary Kerr Colleague at Larian StudiosColumbus, Ohio, United States, United States View → JV Jan Van Dosselaer Jan Van Dosselaer Colleague at Larian StudiosGhent, Flemish Region, Belgium, Belgium View → CO Conall O'Brien Conall O'Brien Colleague at Larian StudiosDublin, County Dublin, Ireland, Ireland View → MB Mathilde Beaudoin Mathilde Beaudoin Colleague at Larian StudiosQuébec, Quebec, Canada, Canada View →
2 education records

Mreenav Deka education

FAQ

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Quick answers generated from the profile data available on this page.

What company does Mreenav Deka work for?

Mreenav Deka works for Larian Studios.

What is Mreenav Deka's role at Larian Studios?

Mreenav Deka is listed as Machine Learning Engineer at Larian Studios.

Where is Mreenav Deka based?

Mreenav Deka is based in Guildford, England, United Kingdom while working with Larian Studios.

What companies has Mreenav Deka worked for?

Mreenav Deka has worked for Larian Studios, Fraunhofer Iis, Motius, Tum School Of Management, and Cgi.

Who are Mreenav Deka's colleagues at Larian Studios?

Mreenav Deka's colleagues at Larian Studios include Megat Denney, Jef Belmans, ·Giuseppe Sanseverino Valverde, Fūnk-É Joseph, and Dario Tartagni.

How can I contact Mreenav Deka?

You can use AeroLeads to view verified contact signals for Mreenav Deka at Larian Studios, including work email, phone, and LinkedIn data when available.

What schools did Mreenav Deka attend?

Mreenav Deka holds Master Of Science - Msc, Data Engineering And Analytics, 1.7 from Technical University Of Munich.

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