Ash
Machine Learning Engineer at Mistral AI
London, England, United Kingdom
Summary
👤
SeniorAshwani Kumar is an Applied AI Engineer and PhD-qualified deep learning specialist based in London with eight years of experience building and deploying production-grade ML systems across vision, language and RF signal domains. He has led end-to-end projects—from training diffusion and segmentation models for image enhancement to fine-tuning BERT/Llama-style LLMs and prompt-engineering commercial workflows powering PropertyBox. His background spans research-grade modelling (PhD in Electrical & Electronics Engineering) and hands-on embedded/edge work, including real-time drone detection from RF and vision streams. Comfortable moving between prototyping and scalable deployment on cloud and edge, he combines academic rigour with product-focused delivery. An entrepreneurial operator, he has founded and led deep-tech projects at Entrepreneur First and steered AI teams as Lead/Senior engineer before joining Mistral AI.
8 years of coding experience
Github Skills (58)
widgets9
flutter8
firebase8
calendars8
resnet7
cloud-storage7
dart7
command-line6
chatbot5
image-enhancement5
large-language-models5
image-synthesis5
perceptual5
yolov55
tensorrt4
Programming languages (7)
Github contributions (5)
ash80/GDict_Android_App
Feb 2019 - Jan 2020
Contributions:1 release, 19 commits, 20 pushes in 10 months
ash80/firebase_image
Jan 2023 - Jun 2024
🔥 Cached Flutter ImageProvider for Firebase Cloud Storage
Contributions:2 PRs, 5 pushes, 1 branch in 1 year 5 months
firebase-cloud-storageimageproviderfirebasedartfirebase-cloud
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