Akshay Patil
Lead Engineer - Applied AI at Quantech
Mumbai, Maharashtra, India
Summary
👤
Senior🎓
Top SchoolAkshay Patil is a Lead Engineer in Applied AI based in Mumbai with 9 years of experience building production-grade ML systems across NLP, computer vision and large language models. He has led teams of engineers and data scientists to deliver enterprise SaaS tax automation at scale—designing AI pipelines that process millions of transactions monthly, cut manual work by up to 65%, and maintain >95% accuracy through automated retraining and MLOps. Comfortable across TensorFlow, PyTorch and cloud-native deployments on AWS/Azure, he’s delivered high-throughput reconciliation, invoice and ITR extraction systems that materially reduced processing times from days to hours. Akshay pairs research-rooted techniques (OCR, RNNs/LSTMs, object detection) with pragmatic engineering, mentoring juniors and establishing centers of excellence for production AI. He’s driven measurable business impact—30% infrastructure cost savings and 99.8% uptime—while still finding time to experiment (e.g., generative image work for NFT projects), reflecting a continual “learn, explore and repeat” mindset.
9 years of coding experience
4 years of employment as a software developer
Master's Degree, Computer Science, Master's Degree, Computer Science at University of MumbaiBachelor's degree, Physics, Bachelor's degree, Physics at Bhavans College Munshi Nagar Andheri West
Stackoverflow
117reputation
2kreached
4answers
1question
Github Skills (77)
classifier10
wordnet10
glove10
document-classification10
detector10
tf-idf10
word2vec9
bengali9
topic-modeling9
lda9
fasttext9
gtk9
similarity9
word-embeddings9
sentence-similarity9
Programming languages (6)
Github contributions (5)
Akshaypatil15/object-detection-flowers
Mar 2018 - Nov 2021
Contributions:17 commits, 9 pushes, 1 branch in 3 years 8 months
Akshaypatil15/Akshaypatil15.github.io
Aug 2021 - Jun 2024
Contributions:38 pushes, 1 branch in 2 years 10 months
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