Aman KrishnaAK
Open to opportunities

Aman Krishna


Deep Learning/Machine Learning Researcher | 2 Years Experience | IIT Graduate | Masters in CSE


What I'm looking for

  • Machine/Deep Learning Research or Application

  • Challenging Problem

  • Healthy work environment

  • Smart & Driven Teammates

  • Transparency & Integrity within the team

  • Solving problems for the future


My name is Aman Krishna. Currently, I am working as a Machine Learning/AI researcher at Samsung Research India.

At Samsung, I worked on 3 major AI/ML projects, leading two of them. The first one was to fix the issues and add improvements to the current automatic Hand Wash Detection model available in Samsung Galaxy watches. The journey started with identifying biases in our data, followed by data augmentation,  experimentation with different architectures, and generating more in-house data. In the end, we improved the existing model accuracy by 8.7%.

The second project was to improve the performance of wrist-up detection in Samsung smartwatches. A big challenge, the model size must be less than 1 KB. I collaborated with the lead on the project to perform exhaustive hyperparameter tuning to build the best model. We ran comprehensive tests to identify areas of improvement. As a result, we improved the wrist-up detection time by 130ms & reduced the false-positive rate in some scenarios by up to 60%.

The third project stemmed from the common problem faced in the first two projects, the lack of data. I proposed using Generative Adversarial Networks to create synthetic data for the team. Step one was to research the existing best approaches in academia. I followed by tweaking and improving the architecture for the team’s needs. It is my current work scope & has a solid potential to turn into a research paper.

Apart from these, I have worked in Recommender systems, Natural Language Processing (NLP), and Computer Vision with projects and code bases available on GitHub. My work experience spans around 3 years, with 1.5 years dedicated to machine learning and others distributed among Full Stack development, Android development & Data Science.

I have completed my Bachelor's in Computer Science from IIT Dhanbad and my Masters's in Computer Science from IIIT Hyderabad.



Senior Engineer

Samsung Research Institute Bangalore

Jan 2021 - Present (3 years 4 months)

I have delivered 3 ML/DL projects and am working on the fourth. They are:
- Human Activity Recognition on Wearables
- Wrist-Up Detection on Galaxy Watch
- Synthetic Data Generation, Sensor Data
- Object Detection on Samsung Mobiles (In-Progress)
I and my team made significant improvements using our research. These models are deployed in Samsung devices and used by thousands of users daily

Mu Sima logoMS

Trainee Decision Scientist

Mu Sima

Oct 2016 - Dec 2016 (2 months)

- Designed a model for detecting fraudulent transactions in Medical Insurance
- Reduced potential fraudulent examined


Full-Stack Developer

Jun 2020 - Jan 2021 (7 months)

- Built a data collection platform for generating data for Automatic Speech Recognition
- Collected over 100 hours of data from 200+ users from different demographics
- Frontend constructed using React & Backend using NodeJS

Tech stack

Learn about the tools and technologies that Aman likes to use.


Open to opportunities



Authorized to work in

Salary expectations

150k-200k USD

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