Ishaan Kumar Email & Phone Number

Roorkee, UT, IN

Bengaluru, Karnataka, India

• 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.
• 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.

• 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.

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.

Roorkee, Uttarakhand, India

• 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.
• 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.

Bachelor Of Technology - Btech

Student, 95.6%