Jaideep Singh Bankoti

Jaideep Singh Bankoti Email and Phone Number

Deep Learning and CV Researcher @ Preimage | Computer Science, Deep Learning @ Preimage
bengaluru, karnataka, india
Jaideep Singh Bankoti's Location
Bengaluru, Karnataka, India, India
About Jaideep Singh Bankoti

As a Deep Learning Researcher at Preimage, I have been working for over two years on exploring and applying state-of-the-art deep learning models to process 3D data, generated via photogrammetry. This involves using my interdisciplinary skills in computer vision, machine learning, and computer graphics, as well as my passion for advancing the frontiers of 3D geometric vision and deep learning.My interest in this domain started with a zeal for computer graphics and games, and evolved into a solid academic background, with a M.Tech in Computer Science from IIT Gandhinagar and multiple online certifications and hackathons. I have also developed my teaching and communication skills as a Computer Science Teaching Assistant at IIT Gandhinagar, and as an English Trainer at Clear Gyan Academy. My goal is to leverage my knowledge and skills to create innovative solutions for real-world problems using 3D data and deep learning.

Jaideep Singh Bankoti's Current Company Details
Preimage

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Deep Learning and CV Researcher @ Preimage | Computer Science, Deep Learning
bengaluru, karnataka, india
Website:
preimage.ai
Employees:
7
Jaideep Singh Bankoti Work Experience Details
  • Preimage
    Deep Learning Researcher
    Preimage Jul 2021 - Present
    Greater Bengaluru Area
    • Deep Point Cloud Segmentation: Research and application of deep learning models to process 3D pointcloud data andsegment segment points into different classes (a patent for this is in proceeding)• Digital Terrain Model: Given an elevation model, generating smooth terrain model accurately and fasterin GPU• CSFiy: Used cloth simulation filterto rectify ground and non ground segments• Procedural Scene Generation: added foliage on scenes using Unreal Engine and replicated Drone Trajectory via AirSim• SegAnnotate: Developed Annotation tool for point cloud segmentation in PyQt• Orthomosaic: Generating 2.5D map of a scene using its elevation model and drone photos
  • Indian Institute Of Technology Gandhinagar
    Computer Science Teaching Assistant
    Indian Institute Of Technology Gandhinagar Jul 2019 - Jul 2021
    Gandhinagar, Gujarat, India
  • Clear Gyan Academy
    English Trainer
    Clear Gyan Academy Jul 2017 - Dec 2017
    Haldwani, Uttaranchal, India
  • College Of Technology, G.B.P.U.A&T, Pantnagar
    Graphic Designing And Video Editing
    College Of Technology, G.B.P.U.A&T, Pantnagar Jul 2012 - Jul 2016
    Pantnagar
    •Animation video for Accolade- Cultural & Fine Arts Fest•Animation video for Electrobuddy Application for Android•Design of various posters and coupons•Website Design ideas
  • Bsnl Ltd
    Summer Intern
    Bsnl Ltd Jun 2015 - Jul 2015
    India
    A month of training including theory and Installation visits. We had a theory session and after that the lab visits, where they demonstrate how things work inside. For the final report, I submitted a study on fiber optics communication.Note: It says two months but, it started midway June and completed in July.

Jaideep Singh Bankoti Skills

Core Java Neural Networks Pandas Git Public Speaking Data Science Algorithms C Object Oriented Programming Graphic Design Jekyll Photoshop Keras Tensorflow Video Editing Motion Graphic Design Image Processing Team Leadership Deep Learning Anaconda Natural Language Processing Matplotlib Html Artificial Intelligence Data Structures Programming Java Database Management System Opencv Game Development Event Management C++ Computer Vision Numpy Pytorch Css Unity Python Sql After Effects Research Problem Solving Computer Science Convolutional Neural Networks Machine Learning Presentations Mysql Github

Jaideep Singh Bankoti Education Details

Frequently Asked Questions about Jaideep Singh Bankoti

What company does Jaideep Singh Bankoti work for?

Jaideep Singh Bankoti works for Preimage

What is Jaideep Singh Bankoti's role at the current company?

Jaideep Singh Bankoti's current role is Deep Learning and CV Researcher @ Preimage | Computer Science, Deep Learning.

What schools did Jaideep Singh Bankoti attend?

Jaideep Singh Bankoti attended Indian Institute Of Technology Gandhinagar, College Of Technology, G.b.p.u.a&t, Pantnagar, St. Theresa School, Kathgodam, St. Theresa School, Kathgodam.

What skills is Jaideep Singh Bankoti known for?

Jaideep Singh Bankoti has skills like Core Java, Neural Networks, Pandas, Git, Public Speaking, Data Science, Algorithms, C, Object Oriented Programming, Graphic Design, Jekyll, Photoshop.

Who are Jaideep Singh Bankoti's colleagues?

Jaideep Singh Bankoti's colleagues are Ajinkya Singh, Joel Rogers, Shreyansh Darshan, Manish Kumar Das, Arvind Sharma.

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