Anuj Kumar Email and Phone Number
Being an AI enthusiast, I relish playing with data and work on deep learning and machine learning concepts to apply them to build applications with large-scale usage. I have experience in end to end Machine learning project development, deployment, management and scaling. I am skilled in Python, C++, SQL, R, MATLAB, PyTorch, and Tensorflow. I have experience in Computer Vision and NLP projects. Being a deep learning engineer at Sony Japan, I learnt how Machine learning models (CNN) can be made explainable using Explainable AI methods and worked on Attention Networks. I have experience in API development and deploying ML projects using Docker, Kubernetes, AWS and Google Cloud Service. Being an research enthusiast, I have performed AI applications in healthcare, 3D modelling research in different labs.I have worked as AI engineer in startups, where I learnt how to bring product from research to production and scale them up,manage software and data teams, collaborate with experts and enhance product performance and user satisfaction through customer-centric optimization.
Intellifai Labs Inc
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Senior Ai EngineerIntellifai Labs Inc Mar 2024 - PresentOntario, Canada
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Ai ResearcherDental Ai Feb 2023 - Mar 2024United States -
Deep Learning EngineerSpyne Feb 2023 - Mar 2023Gurugram, Haryana, IndiaDeveloped a personalized image-to-image translation model for a car catalogueusing the Dreambooth Stable Diffusion model,resulting in studio-like images.Employed prompt engineering techniques like prompt matrix in InstructPix2Pixand ControlNet Stable Diffusion models to get 25000 studio like car imagesCreated a real-time object detection model on edge using YoloV7, trained on80000 images achieving a 72.3% MAP for inspecting car damages. -
Deep Learning ResearcherSony | R&D May 2022 - Dec 2022Tokyo, Japan-Contributed to open source - Neural Network libraries- Developed the API for Responsible AI methods like Saliency and SHAP - Developed Visualization function using PyTorch - Developed the tutorial for SHAP and Saliency visualization using Jupyter and reduced visualization time to 4 seconds - Built ResNext, Resnet, WideResnet, and Densenet from scratch and trained on Neural Network Console on Cifar 100 data- Integrated Attention Branch Network with Resnext hence improved the accuracy by 20% by changing hyperparameters -
Research InternNational Taiwan University Nov 2021 - Dec 2021TaiwanUsed ETL methods in SQL to extract and organize a large dataset of 20GB+ and performed clustering analysis• Organized a virtual conference of 45 members on Epigenetics inviting the guest speaker Dr.Miguel Constancia (University of Cambridge) -
Summer Research InternPurdue University Sep 2021 - Oct 2021United StatesBuilt a computer vision model that can predict vital signs with 89.22% F1 score using face detection and signal processing methods Automated build, deployed and dockerized the model in Kubernetes using Google Cloud Platform -
Research InternUc San Diego Feb 2021 - Aug 2021- Worked with a team of deep learning researchers, surgeons and medical students, on techniques to understand surgical workflow to mitigate surgical errors- Designed a multi-task deep learning model from scratch using videos that can perform critical decisions during surgery by taking AI ethics and reliability into consideration- Improved the accuracy by 18% -
Undergraduate ResearcherIndian Institute Of Technology, Delhi Nov 2020 - Apr 2021- Performed quantitative analysis of sequential data using an artificial neural network.- Illustrated novel ways to improve the quality assessment of proteins through contact map integration to scientists.- Presented 15 ways of protein sequence representation in the form of matrix, bipartite graphs, and tensors.- Suggested novel algorithms to improve the quality assessment of proteins
Anuj Kumar Skills
Anuj Kumar Education Details
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Bachelor Of Technology - Btech
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Chinmaya VidalayaBoard
Frequently Asked Questions about Anuj Kumar
What company does Anuj Kumar work for?
Anuj Kumar works for Intellifai Labs Inc
What is Anuj Kumar's role at the current company?
Anuj Kumar's current role is Senior AI Engineer IntellifAI labs | AI Engineer-Intern Sony AI, Japan | Computer Vision Engineer, Stealth Startup.
What schools did Anuj Kumar attend?
Anuj Kumar attended Indian Institute Of Technology, Delhi, Chinmaya Vidalaya.
What skills is Anuj Kumar known for?
Anuj Kumar has skills like Python, Artificial Intelligence, Communication, Machine Learning, Image Processing, Open Cv, Autocad, Engineering, C++, Computer Vision, Pattern Recognition, Pymol.
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Anuj Kumar
Avp - Head Of Mcc At Air India | Airline Management | Engineering Management | Aircraft Maintenance Management | Reliability | Operations ManagementDelhi, India2rediffmail.com, goindigo.in -
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