ashishmahendra/personalized_transformers

Personalizing transformers for everyone

Ashish Mahendra

NLP Engineer & AI Specialist

With over 10 years of experience in Python, ML/AI framework development, and data analysis, I am proficient in building NLP models using TensorFlow and PyTorch for a wide range of tasks.

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Contact Information

Email: [email protected]
Location: Kolkata, India 700039

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About Me

As an NLP Engineer and AI Specialist with over a decade in the industry, I excel in harnessing the power of Python and AI/ML frameworks to develop cutting-edge solutions. My domain expertise lies in crafting state-of-the-art generative models that empower innovative applications in natural language processing. I thrive on transforming complex challenges into intuitive AI-driven interactions, making significant strides in the realm of semantic analysis and automated reasoning.

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Professional Experience

Python Developer (AI/ML)

Double Edge Consulting Pvt. Ltd., Gurugram
November 2021 - Present

• Developing an ML framework for multi-purpose NLP models using PyTorch and TensorFlow.
• Researching and optimizing models to enhance performance.
• Contributing to technical research and paper writing in NLP and ML.

Senior Software Developer (AI/ML)

Diatoz Solutions Pvt. Ltd, Bangalore
December 2020 - November 2021

• Led deployment and improvement of AI-based modules.
• Managed a team of 4 for an AI-based hiring product.

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Education

Post Graduate Diploma in Artificial Intelligence
International Institute of Information Technology - Bangalore
September 2019 - October 2020

Masters of Computer Application: Computer Science And Programming
Visvesvaraya Technological University - Bangalore
August 2010 - June 2013

Bachelor of Computer Application: Computer Science And Programming
Maulana Abul Kalam Azad University of Technology - Kolkata
August 2007 - June 2010

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Skills

• Python
• PyTorch
• TensorFlow
• Natural Language Processing
• Machine Learning
• Generative AI Techniques

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Publications

• Towards Personalized Intelligence at Scale
• The Jaseci Programming Paradigm and Runtime Stack
• A Trade-off Analysis of Replacing Proprietary LLMs with Open Source SLMs in Production

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Accomplishments

• Participated in the Student Exchange Program at the University of Michigan.
• Submitted papers at top conferences including ACL and NAACL.

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Feel free to connect with me on LinkedIn or check out my GitHub.