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'.
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Machine Learning EngineerAtomicworkRoorkee, Ut, In -
Computer Vision EngineerStylumia Aug 2024 - Nov 2024Bengaluru, Karnataka, India -
Ai Algorithm EngineerGraymatics 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. -
Artificial Intelligence InternClouddefense.Ai Nov 2023 - Mar 2024Worked 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. -
Senior Sponsorship ExecutiveCognizance, Iit Roorkee Mar 2023 - Nov 2023Roorkee, 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. -
Sponsorship ExecutiveCognizance, Iit Roorkee Feb 2023 - Mar 2023Roorkee, Uttarakhand, India -
Data ScientistUnisource 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
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Bachelor Of Technology - Btech
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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Ishaan Kumar
| Consultant | Cdsco | Bis | Wpc | Lmpc | Epr | Procurement Manager | Business Development Specialist |Supply Chain | Healthcare Exports | International Sales & Marketing |Noida -
Ishaan Kumar
Mba Finance From Icfai Business School (Pursuing)Data Analyst | Data Engineer | Ex-Zs|Ex-NcrIndia -
Ishaan kumar
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Ishaan Kumar
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