Ishaan Kumar

Ishaan Kumar Email and Phone Number

Machine Learning Engineer @ Atomicwork
Roorkee, UT, IN
Ishaan Kumar's Location
Roorkee, Uttarakhand, India, India
About Ishaan Kumar

Hey, I am Ishaan pursuing B.Tech from IIT Roorkee. I am living my life in recurrence of forward and backward pass of neural nets and pondering on how to reduce losses. Feel free to reach out if you are in the same 'training loop'.

Ishaan Kumar's Current Company Details
Atomicwork

Atomicwork

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Machine Learning Engineer
Roorkee, UT, IN
Website:
atomicwork.com
Employees:
121
Ishaan Kumar Work Experience Details
  • Atomicwork
    Machine Learning Engineer
    Atomicwork
    Roorkee, Ut, In
  • Stylumia
    Computer Vision Engineer
    Stylumia Aug 2024 - Nov 2024
    Bengaluru, Karnataka, India
  • Graymatics
    Ai Algorithm Engineer
    Graymatics May 2024 - Aug 2024
    • Developed a service to estimate naval ship's docking procedure i.e. analyze the speed and process of docking. Worked on building an end to end pipeline for instance segmentation of corrosion patches in a ship's hull during dry-docking.• Automated the data labeling procedure of images using Roboflow's Autodistill and Auto-labeling. Post feature engineering, I introduced MMSegmentation, an open source tool, for the state of the art segmentation of videos.• Utilized CUDA Kernels using Python and PyTorch, enabling the distributed model training on different gpu servers. Dockerized and deployed the model on AWS.
  • Clouddefense.Ai
    Artificial Intelligence Intern
    Clouddefense.Ai Nov 2023 - Mar 2024
    Worked on Data Security Posture Management System.• Used GoLang to scan PII data from databases• Developed packages to detect metadata on EC2 instances • Handled both relational and directed databases to manage and analyse the personal identity informations stored in them.• Successfully deployed a methodology for scanning PII data across multiple databases using workload scanning. Ensuredcompliance with regulatory requirements by implementing secure protocols and achieving 100% data audit accuracy.
  • Cognizance, Iit Roorkee
    Senior Sponsorship Executive
    Cognizance, Iit Roorkee Mar 2023 - Nov 2023
    Roorkee, Uttarakhand, India
    - Responsible for connecting with sponsors to sponsor the fest.- Helped in the proper maintenance and smooth organizing of the Carnival of the fest.
  • Cognizance, Iit Roorkee
    Sponsorship Executive
    Cognizance, Iit Roorkee Feb 2023 - Mar 2023
    Roorkee, Uttarakhand, India
  • Unisource Trading (India) Pvt. Ltd.
    Data Scientist
    Unisource Trading (India) Pvt. Ltd. May 2023 - Aug 2023
    • Architected a fashion recommendation system leveraging deep autoencoders to compress high-dimensional data, achieving superior latent feature extraction for outfit suggestions, attaining 19% increase in user base.• Engineered an end-to-end pipeline utilizing PyTorch for autoencoder development, using deep neural networks and batch normalization to optimize convergence and avoid overfitting, resulting in a 30% improvement in model results.• Utilized autoencoders for dimensionality reduction, reducing the input space from 10,000+ feature vectors to a compact 128-dimensional latent space, accelerating training time by 40% while preserving high recommendation accuracy.

Ishaan Kumar Education Details

Frequently Asked Questions about Ishaan Kumar

What company does Ishaan Kumar work for?

Ishaan Kumar works for Atomicwork

What is Ishaan Kumar's role at the current company?

Ishaan Kumar's current role is Machine Learning Engineer.

What schools did Ishaan Kumar attend?

Ishaan Kumar attended Indian Institute Of Technology, Roorkee, Delhi Public School - India.

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