Ajit Ashwath
Applied AI/ML engineer building ML systems and backend infrastructure
ajit-ashwath
Punjab, India
Joined June 2026
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Network
1.5K connectionsSummary
Builds end-to-end applied AI and ML systems: Ajit focuses on practical ML engineering—building pipelines, production-ready backends, and ML-driven decision systems rather than only research prototypes. ajitashwath+2
Active open-source creator and contributor: maintains multiple repositories (taskflow, smart-notes, model-distillation, slideflow, validly) showing emphasis on tooling, reproducible projects, and developer-focused infrastructure. github+2
Early-career professional with internship and campus leadership experience: held several internships (Kartavya Technology, Maximizze Media), served in Google Developer Student Club (LPU), and lists roles across technical and non-technical functions. kaggle
Creates and shares technical writing and tutorials: publishes long-form technical pieces (Medium) on topics such as feature engineering and classic ML architectures, indicating a focus on teaching and community knowledge sharing. medium+1
Balances technical work with creative music production: releases music publicly (Spotify, SoundCloud), showing creative pursuits alongside engineering work. spotify+1
Work
Education
Projects
Writing
ImageNet Classification with Deep Convolutional Neural Networks (AlexNet)
June 1, 2026Medium post explaining ImageNet classification using deep convolutional networks (AlexNet).
A Deep Dive into Modern Feature Engineering
May 1, 2026Medium article covering modern approaches and practical techniques for feature engineering.
Hobbies
Music producer; released the album 'Progressions' (2025). spotify+1
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