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Anustup Mukherjee

AI @Caimera || Ex-NS, Tensorflow(GSOC), Samsung, Shell, IIT Patna || Developed AI for 10 + startups round the globe || Speaker and passionate entrepreneur || Holding patents, research and Indian young achiever award !

Bengaluru

6+ years of work experience

Caimera
Apr 20242 yrs 5 mosPresent

Mumbai, Maharashtra, India

Working on Stable Diffusions for fashion. Let's reimagine brand and model photoshoots through diffuser's ! Working on : a.) Improving Image matting techniques to get better alpha mattes to pass into diffusion training pipeline. b.) Fixing Image lighting, cloth print consistency issues and photo realism of images generated through our diffusion pipeline ...
Newton School
Jun 202311 mosApr 2024

Bangalore Urban, Karnataka, India

On a rocket ship of building the next AI revolution in ed tech! continuing with newton school currently building end-to-end solutions for : a.) Newton AI Code lens: One-stop solution for any novice coder. From the explanation of a complex coding problem to analyzing bugs, and suggesting quick fixes to the next steps which are fully customized for a student we developed this product and have seen amazing success in students' learning journey. This code lens is not only for DSA codes, we developed it for students who code in the front end and backend too! b.) AI tryouts: This AI is developed to take automated mock interviews of a student and give them real-time feedback. We have developed voice-based solutions for real-time coding experience for an end-to-end analysis. These mock interviews are fully functional for DSA rounds now. Currently working on Frontend and Project-based interviews
Newton School
May 20221 yr 1 moMay 2023

Bengaluru, Karnataka, India

Building the next AI revolution with the power of AI. From a small AI team with a bunch of innovations that have developed and delivered end-to-end solutions of : a.) Sales AI: Detecting all sales information, potential miss-selling, and feedback about sales to teams. The custom AI algorithm has achieved a success rate of > 89 % in production. b.) Newton AI Notes: Developed note-creation AI for students with texts, images, and important class url's for a quick recap of any lesson. c.) AI for Learning: Have developed products for automated doubt-solving mechanisms for students, evaluation of student resumes, and giving them potential feedback. d.) AI for quality assurance: Have developed custom AI algorithms that are able to rate instructors based on their teaching in class. It uses to identify all well-performing students, what are the most asked doubts in a lecture with the instructor's content quality, and all audio-based qualities of an instructor which use to include pitch, energy, enthusiasm, and so on. The best part of the algorithm is it can detect the depth of a topic covered and how well a student can understand the topic based on their custom persona - a probability! Have contributed in both backend and AI in this role, apart from this worked with distributed services, MLops pipelines including DAPR, and played with AWS cloud with a primary focus on NLP
Shell
Apr 20222 mosMay 2022

Bengaluru, Karnataka, India

Worked on AI in high-performance computing project to improve Bayesian optimization functions, optimizing Rosenbrock banana functions from mathematical ends.Creating an optimized maths function for easy ML model Inferencing.
Samsung Electronics
Aug 202110 mosMay 2022

India

Worked on the project: " Automatic Mood Prediction from Landscape Images" for Samsung camera solutions. The problem statement deals with a hypothesis if an AI can predict if a person is present in a particular landscape situation then what will be his/her mood? Based on this the AI can auto-edit the image. contributed to the end-to-end development of a custom algorithm "CuDNN LSTM with 5 folds of Attention " with a SOTA of 92 % model accuracy. Implemented cognitive theory-based data science approach to collect and auto annotate the custom data and also to find suitable data indicators. Led 5 folds of model research which included playing with architectures like teacher-student network, Show Attend, and Tell to neural models based on Residual and Convolution skeletons.
MBK Health Tech
Jan 20202 yrs 10 mosOct 2022

Chandigarh, India

Tried to build my own startup which was an AI-based remote cardiac monitoring & SAAS. A one-tap solution to prevent cardiac tragedies, DPIIT recognized Indian start-up, got featured in 20 + press releases in Times, and Chronicle etc, and also got featured under MHRD for medical innovations & COVID relief. Supported by NASSCOM, AIIMS Delhi, Supreme Incubators, IIM Lucknow.

Anustup’s AI Stack

aistudio
aistudio
anthropic apis
anthropic apis
hugging face
hugging face
langchain
langchain
ollama
ollama
openai
openai

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Headline

AI @Caimera || Ex-NS, Tensorflow(GSOC), Samsung, Shell, IIT Patna || Developed AI for 10 + startups round the globe || Speaker and passionate entrepreneur || Holding patents, research and Indian young achiever award !

About

I am a Machine Learning Developer as well a full stack developer , Researcher on artificial intelligence and medical science ,patent holder, entrepreneur, Speaker and Associated with Clubs and groups as Lead .I have Both Management and leader ship experience with work cultures.

Location

Bengaluru

AI stack

aistudio

anthropic apis

hugging face

langchain

ollama

openai

Work experience

Machine Learning Engineer at Caimera, Apr 2024 - Present · 2 yrs 5 mos, Mumbai, Maharashtra, India, Working on Stable Diffusions for fashion. Let's reimagine brand and model photoshoots through diffuser's ! Working on : a.) Improving Image matting techniques to get better alpha mattes to pass into diffusion training pipeline. b.) Fixing Image lighting, cloth print consistency issues and photo realism of images generated through our diffusion pipeline ...

Machine Learning Engineer at Newton School, Jun 2023 - Apr 2024 · 11 mos, Bangalore Urban, Karnataka, India, On a rocket ship of building the next AI revolution in ed tech! continuing with newton school currently building end-to-end solutions for : a.) Newton AI Code lens: One-stop solution for any novice coder. From the explanation of a complex coding problem to analyzing bugs, and suggesting quick fixes to the next steps which are fully customized for a student we developed this product and have seen amazing success in students' learning journey. This code lens is not only for DSA codes, we developed it for students who code in the front end and backend too! b.) AI tryouts: This AI is developed to take automated mock interviews of a student and give them real-time feedback. We have developed voice-based solutions for real-time coding experience for an end-to-end analysis. These mock interviews are fully functional for DSA rounds now. Currently working on Frontend and Project-based interviews

Machine Learning Intern at Newton School, May 2022 - May 2023 · 1 yr 1 mo, Bengaluru, Karnataka, India, Building the next AI revolution with the power of AI. From a small AI team with a bunch of innovations that have developed and delivered end-to-end solutions of : a.) Sales AI: Detecting all sales information, potential miss-selling, and feedback about sales to teams. The custom AI algorithm has achieved a success rate of > 89 % in production. b.) Newton AI Notes: Developed note-creation AI for students with texts, images, and important class url's for a quick recap of any lesson. c.) AI for Learning: Have developed products for automated doubt-solving mechanisms for students, evaluation of student resumes, and giving them potential feedback. d.) AI for quality assurance: Have developed custom AI algorithms that are able to rate instructors based on their teaching in class. It uses to identify all well-performing students, what are the most asked doubts in a lecture with the instructor's content quality, and all audio-based qualities of an instructor which use to include pitch, energy, enthusiasm, and so on. The best part of the algorithm is it can detect the depth of a topic covered and how well a student can understand the topic based on their custom persona - a probability! Have contributed in both backend and AI in this role, apart from this worked with distributed services, MLops pipelines including DAPR, and played with AWS cloud with a primary focus on NLP

Machine Learning Engineer at Shell, Apr 2022 - May 2022 · 2 mos, Bengaluru, Karnataka, India, Worked on AI in high-performance computing project to improve Bayesian optimization functions, optimizing Rosenbrock banana functions from mathematical ends.Creating an optimized maths function for easy ML model Inferencing.

AI Intern at Samsung Electronics, Aug 2021 - May 2022 · 10 mos, India, Worked on the project: " Automatic Mood Prediction from Landscape Images" for Samsung camera solutions. The problem statement deals with a hypothesis if an AI can predict if a person is present in a particular landscape situation then what will be his/her mood? Based on this the AI can auto-edit the image. contributed to the end-to-end development of a custom algorithm "CuDNN LSTM with 5 folds of Attention " with a SOTA of 92 % model accuracy. Implemented cognitive theory-based data science approach to collect and auto annotate the custom data and also to find suitable data indicators. Led 5 folds of model research which included playing with architectures like teacher-student network, Show Attend, and Tell to neural models based on Residual and Convolution skeletons.

Founder and CEO at MBK Health Tech, Jan 2020 - Oct 2022 · 2 yrs 10 mos, Chandigarh, India, Tried to build my own startup which was an AI-based remote cardiac monitoring & SAAS. A one-tap solution to prevent cardiac tragedies, DPIIT recognized Indian start-up, got featured in 20 + press releases in Times, and Chronicle etc, and also got featured under MHRD for medical innovations & COVID relief. Supported by NASSCOM, AIIMS Delhi, Supreme Incubators, IIM Lucknow.