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.
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Applied ScientistStealth StartupKanpur, Up, In -
Ml Developer InternLimechat Jun 2023 - Jul 2023Bengaluru, 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 -
Ntu-India Connect Fellowship ProgramNanyang Technological University Singapore Jan 2023 - Jun 2023Singapore• 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 WriterMarktechpost.Com Nov 2022 - Mar 2023-Writing articles related to recent developments in machine learning and AI. -
Machine Learning InternFleetrf Private Limited Mar 2022 - Apr 2022Noida, 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 -
SecretaryDesign And Animation Club, Iit Kanpur Jun 2021 - Apr 2022Kanpur, Uttar Pradesh, India -
Deep Learning Reseach InternCaliche Dec 2021 - Feb 2022India-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 Skills
Vineet Kumar Education Details
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Mathematics And Scientific Computing -
93.6/100
Frequently Asked Questions about Vineet Kumar
What company does Vineet Kumar work for?
Vineet Kumar works for Stealth Startup
What is Vineet Kumar's role at the current company?
Vineet Kumar's current role is Applied Scientist.
What schools did Vineet Kumar attend?
Vineet Kumar attended Indian Institute Of Technology, Kanpur, Aligarh Muslim University.
What skills is Vineet Kumar known for?
Vineet Kumar has skills like Music Transcription, Matlab, Data Analysis, Recurrent Neural Networks, Deep Learning, Signal Processing, C (Programming Language, Microsoft Excel, Full Stack Development, C++, Computer Vision, Generative Adversarial Networks.
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Vineet Kumar
Director, Risk Consulting At Ey, Speaker, Ex - Oyo | Kpmg | Pwc | Carrefour | ProtivitiMumbai1gmail.com -
vineet kumar
Senior Software Engineerdevops Engineer Aws Terraform Jenkins Docker Git Linux Ansible Kubernetes Argo Cd Open Tofu Maven Sonarcube Python Core Java NagiosMumbai1rsystems.com -
Vineet Kumar
Bengaluru -
Vineet Kumar
Noida
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