Entrepreneur. Researcher. Data Scientist. Artist
Innovations & Ideas. Behavioural Psychology. Pragmatic Leadership. Sustainable Growth. Startups. Artificial Learning Paradigms. Philosophy of Life. Biomedical Innovations
(Machine Learning, Deep Learning, Reinforcement Learning, Behavioural Learning)
Currently I am pursuing my Masters (by Research), at IIT Mandi in Intelligent Systems where I am guided by Dr. Arnav Bhavsar and Dr. Aditya Nigam
Where my interests lie in the field of Neuroimaging
Besides working on my startup, Tensr.AI, I work on real world problems which have the potential to make impact.
I work on problems in Deep Learning, Deep Reinforcement Learning, Machine Learning, Design, Bio-Medical Sciences, and Entrepreneurship. Having started an startup, I have worked on the problems which the startups face in early stage and still I work continually to launch innovative product in the wearable tech domain.
Currently, I am working in the field of Neuroimaging, where our main focus is to construct fiber streamlines and segment fiber bundles, further it expands to denoising the dmri signal and reconstructing the dmri data.
I graduated from Shiv Nadar University with B. Tech in Electronics and Communication Engineering. In my free time, I like to engage in various physical activities.
Having a diverse experience of 4+ years of total job + startup experience, where my past role was Lead Data Scientist at Jio (working directly with Shailesh Kumar on Jio's TelOS( previously BrainOS) , and before that I have been Data Scientist in various companies and startups. I also founded my own startup, Tensr.AI, in Medical AI and AI Assistants which saw good growth in 2020 and 2021 till COVID induced cash crunch stopped us from pursuing the same. Later I continued research in Neuroimaging where my objective has been to map the brain's white matter which can assist clinicians plan surgery.
💻 Professional Experience (2019 - Present)
4+ years of professional data science, entrepreneurial and research experience
Lead Data Scientist (Aug 2022 - Mar 2023)
Telos: Jio's Ambitious AI MLOps system which integrates all of Jio Verticals, and becomes a marketplace for the community to add Language Agnostic Models
Here, under supervision of Dr. Shailesh Kumar I had worked on a sub-project Cortex, which is a language and framework agnostic Machine Learning Framework, where we have also added the same functionalities in Deep Learning using ONNX, using protocol buffers.
Comprehensive Models and Domains Ontology for all the Jio Verticals
Data Scientist (Jun 2021 - Jun 2022)
Created a Sequential Decision Making Framework which can predict the Deposit Behaviour of a sign up user. We named this as Vision and this allows us to manuever resources towards a likely-depositing user.
This framework allows to know future steps in advance, the target event "click" can be any event and the model gives the probability score of occurrence of the event.
This framework is built on the juxtaposition of 2 models, one is a long-term markov model, and the other is a machine learning model taking user characteristics into consideration.
Deep Learning Research Fellow (Oct 2021 - Present)
Working on Brain Tract Segmentation at MANAS Lab, IIT Mandi under the guidance of Dr. Aditya Nigam and Dr. Arnav Bhavsar and with Ranjeet Ranjhan Jha. Implemented a combination of Deep Learning Techniques to achieve SOTA accuracy in classifying the Brain White Matter Fibers into right classes. Details of this can be found in at this link
Also, peer-reviewed papers for different journals, and conferences (MICCAI, MIA, ISBI, ICCV)
Analyst (Mar 2021 - May 2021)
Worked on Forecasting Sales Data for FedEx (Client) considering the impact of COVID) and landed FedEx as a long-term client with a 20 million dollar upcoming projects.
Implemented various Forecasting like SARIMAX, ARIMA, Prophet.
Incorporated various exogenous variables which might have an impact on the sales and have correlation with the abnormality added due to COVID.
NIDHI-EIR Fellow , SIIC IIT Kanpur (Feb 2021 - Feb 2022)
Worked on scaling up the product Teresa, by Tensr.AI.
Created the functional prototype of Teresa Band, which enables to capture multiple cardiac modalities for holistic heart health monitoring.
Pre-incubation, IIT Madras (Jan 2021 - Jan 2022)
Finished Customer Discovery Program by Gopalakrishnan Deshpande Foundation (GDC) in which we interviewed more than 75 people about the problems they face on a day to day basis in terms of their health.
Mentored by Harish Natarajan, on business, medical & fitness devices.
Incubatee, IIT Mandi (Mar 2020 - Feb 2021)
During the Himalayan Startup Trek 2019, our team was selected for incubation at IIT Mandi. The incubation program focuses on making selected startups work towards creating their prototypes.
Worked on building the hardware under the guidance of Dr. Shubhajit Roy Chowdhury, also researched on SCG data.
Founder and CEO, Tensr.AI (Feb 2020 - Present)
"Increasing Human Potential with Assisted AI"
Developing the first product of Tensr.AI, which is a Healthcare AI Assistant, Teresa. Teresa allows users to triage their Cardiovascular and Respiratory Ailments with the help of the device and services provided by us. The product uses Deep Learning, Digital Signal Processing and other techniques over the bodily signals received by our device.
Data Scientist, xtLytics LLC (Jan 2019 - Jan 2020)
Developed an edge-based AI app for the Low Middle Income Countries (LMICs) to Triage Breast Cancer using Ultrasound Images with the help of Deep Learning Techniques (CNN) on a data set of around 6500 Images. (from scratch to deployment)
State-of-the-art Invoice OCR using GCP (Google Cloud Platform) which extracts Tables and further transforms the data inside those tables to desired account sheets by the Clients (50 Gas Station in US).
📚Academic Experience (Education)
Indian Institue of Technology, Mandi (Feb 2023 - Jun 2024)Masters by Research in Intelligent Systemsunder the guidance of Dr. Aditya Nigam and Dr. Arnav Bhavsar
9.0 CGPA (as of 2023) based on ECTS credit system
Advanced Topics in Deep Learning (CS672) by Dr. Aditya Nigam [A-] Feb 2023 - June 2023
Deep Learning and Applications (CS671) by Dr. Dileep A.D. [A-] Feb 2023 - June 2023
Biomedical Systems (EE516) by Dr. Erwin Fuhrer [A-] Feb 2023 - June 2023
Mobile Virtual Reality and Artificial Intelligence (CS 662) by Dr. Varun Dutt [A] Feb 2023 - June 2023
Shiv Nadar University (Jul 2015 - May 2019)Bachelor of Technology in ECE
Major: Electronics and Communication Engineering
- Digital Signal Processing Signals and Systems
- Embedded Systems Hardware Digital Electronics IEE (Introduction to Electrical Engineering)
- VLSI Technology and Design
- Communication Networks Analog Electronic Circuits Communication Engineering
- ElectroMechanics ElectroMagnetic Engineering
- Control Systems
- Visual Design
- Product Design
- Color in Design
Other courses in Computer Science and Machine Learning.