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Machine Learning Engineer, A Problem Solver
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I make the dumbest thing smart. I am passionate about the application possibility with Machine Learning. I am keen on learning new algorithms. I believe sharing knowledge will increase my understanding of the subject in hand.
- 2 years experience
I am a Machine Learning Engineer at Zomato. My major areas of interests are Deep Learning and Natural Language Processing. I completed undergrad from IIIT-Allahabad with major in Electronics and Communication. Some of my notable projects in the Deep Learning includes Synthesizing Insights and actionable items from user opinions and reviews , Photo Classification tailored to Food search and Discovery platforms and EyeQ (Image Quality and Aesthetics determination). I dream to pursue Artificial Intelligence as an independent researcher in future.
- 2 years experience
I have been doing most of my development work in Python. Be it a web app or a pipeline, all in Python. It has been my favourite language since college. Now, adept with the language I hardly stuck in the job 'chores'.
The module extracts text from image using the tesseract-OCR engine. Generally, text present in the images are blur or are of uneven sizes. The image is pre-processed for better comprehension by OCR. This module first makes bounding box for text in images and then normalizes it to 300 dpi, suitable for OCR engine to read.
1. Perceptron: The very basic entity in Machine Learning. It's training and weights update in code. 2. Image Aesthetic Assessment: Determining the aesthetic content of an image. The network defined use Spatial Pyramid Pooling. 3. Image Classification: Alexnet architecture in Keras for image classification. Find more here
POSTS BY AMIT
Understanding CNN (Part-1)
Let's start with the most basic element of Neural Network - Perceptron. Perceptron The elementary entity and basic form of neural network which can also learn. The development owes to a biological...
Could've been better
Fast, friendly and efficient mentor, before and after support is superb. i will consider him more and more in the future.
Aug 20, 2017
Kushwaha is very knowledgeable and very professional. He has been able to solve the problem very quickly.
Jul 30, 2017
Amit was deeply knowledgeable about the subject, and an energetic instructor. Amit had some fairly comprehensive resources that he developed himself which made the session very effective. I felt like I got more out of the session that I thought I was going to get, and my path towards solving my deep learning problem has been well and truly paved. thanks!
Jul 29, 2017
Great to work with! Very fast and very helpful!
Jul 23, 2017