Vineet Kumar
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Vineet Kumar Email & Phone Number

Applied Scientist at Stealth Startup
Location: India 7 work roles 2 schools
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Current company
Role
Applied Scientist
Location
India
Company size

Who is Vineet Kumar? Overview

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Quick answer

Vineet Kumar is listed as Applied Scientist at Stealth Startup, a with 70 employees, based in India. AeroLeads shows a matched LinkedIn profile for Vineet Kumar.

Vineet Kumar previously worked as ML Developer Intern at Limechat and NTU-India Connect Fellowship Program at Nanyang Technological University Singapore. Vineet Kumar holds Bachelor'S Degree, Mathematics And Scientific Computing from Indian Institute Of Technology, Kanpur.

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Stealth Startup

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Profile bio

About Vineet Kumar

Vineet Kumar is a Applied Scientist at Stealth Startup. He possess expertise in music transcription, matlab, data analysis, recurrent neural networks, deep learning and 15 more skills.

Listed skills include Music Transcription, Matlab, Data Analysis, Recurrent Neural Networks, and 16 others.

Current workplace

Vineet Kumar's current company

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Stealth Startup
Stealth Startup
Applied Scientist
Kanpur, UP, IN
Website
Employees
70
AeroLeads page
7 roles

Vineet Kumar work experience

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

Ml Developer Intern

Bengaluru, Karnataka, India

• Enhanced bot responses with semantic caching usinglangchain, pinecone, and GPTCache, reducing averageresponse time from 20 sec to 3 sec in testing• Revamped translation pipelines with a faster and robusthybrid of Google Translate and GPT for a seamlesschatbot experience in any language• Implemented real-time cost and token tracking systemAPI for client for using services like GPT and GCP• Developed an automated pipeline for generating testdatasets, focusing on the bot’s failure cases for continuousimprovement

Jun 2023 - Jul 2023

Ntu-India Connect Fellowship Program

Singapore

• Designed and implemented a novel Clustered LayerPersonalized Federated Learning approach formulti-device non-iid distributed data• Boosted performance in comparison to standard FedAvg(≈ 30−40 % ) and Clustered Federated Learning(≈8−10 % ) when tested on non-iid MNIST Dataset• Developed an Automated resource allocation solutionfor distributed learning in the mobile-edge-cloud continuum• The proposed algorithm efficiently handles tasks in order oftheir priority, while minimizing the cost for each task• Worked with Genetic algorithms, ReinforcementLearning, Integer programming and Heuristic Searchapproaches for problem-solving

Jan 2023 - Jun 2023

Techinal Content Writer

-Writing articles related to recent developments in machine learning and AI.

Nov 2022 - Mar 2023

Machine Learning Intern

Noida, Uttar Pradesh, India

-Engineered advanced Deep Learning in Road/Lane detection for self-driving cars-Developed modifications of EDA-Net and Res-Net-Reviewed Literature on Semantic Image Segmentation-Gained 2 months of valuable experience and proficiency in coding DL models in the PyTorch framework

Mar 2022 - Apr 2022

Deep Learning Reseach Intern

India

-Worked on Improvising the methods for Unsupervised Semantic Image segmentation over the SOTA approaches-Revamped proposed approaches W-Net to improve the performance on the TGS Salt Identification Challenge dataset-Acquired knowledge of Normalized cuts and hierarchial image segmentation algorithms

Dec 2021 - Feb 2022
2 education records

Vineet Kumar education

FAQ

Frequently asked questions about Vineet Kumar

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

What company does Vineet Kumar work for?

Vineet Kumar works for Stealth Startup.

What is Vineet Kumar's role at Stealth Startup?

Vineet Kumar is listed as Applied Scientist at Stealth Startup.

Where is Vineet Kumar based?

Vineet Kumar is based in India while working with Stealth Startup.

What companies has Vineet Kumar worked for?

Vineet Kumar has worked for Stealth Startup, Limechat, Nanyang Technological University Singapore, Marktechpost.Com, and Fleetrf Private Limited.

How can I contact Vineet Kumar?

You can use AeroLeads to view verified contact signals for Vineet Kumar at Stealth Startup, including work email, phone, and LinkedIn data when available.

What schools did Vineet Kumar attend?

Vineet Kumar holds Bachelor'S Degree, Mathematics And Scientific Computing from Indian Institute Of Technology, Kanpur.

What skills is Vineet Kumar known for?

Vineet Kumar is listed with skills including Music Transcription, Matlab, Data Analysis, Recurrent Neural Networks, Deep Learning, Signal Processing, C (Programming Language, and Microsoft Excel.

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