Vineet Kumar Email & Phone Number
Who is Vineet Kumar? Overview
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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.
Email format at Stealth Startup
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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.
Vineet Kumar's current company
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Vineet Kumar work experience
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Ml Developer Intern
• 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
Ntu-India Connect Fellowship Program
• 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
Techinal Content Writer
-Writing articles related to recent developments in machine learning and AI.
Machine Learning Intern
-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
Secretary
Deep Learning Reseach Intern
-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
Vineet Kumar education
Bachelor'S Degree, Mathematics And Scientific Computing
Physics, Chemistry, Maths, 93.6/100
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?
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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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