Open to opportunities

Ashay Taksande

@ashaytaksande

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Aspiring data scientist with expertise in machine learning and AI.

India

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What I'm looking for

I am looking for opportunities that allow me to apply my skills in machine learning and AI, while also fostering a collaborative and innovative work environment.

I am a BTech student in Computer Science Engineering at the Indian Institute of Information Technology, Nagpur, with a strong foundation in machine learning and artificial intelligence. My recent internship at TCS Research Labs allowed me to work on cutting-edge Retrieval-Augmented Generation (RAG) systems, where I developed and deployed models that significantly enhanced document processing and question-answering capabilities.

In addition to my internship experience, I have worked on various projects, including an Automatic Speech-to-Text Summarizer using the PEGASUS model and a classic Snake game utilizing reinforcement learning techniques. My technical skills encompass a wide range of programming languages and frameworks, including Python, Java, and full-stack web development technologies. I am passionate about leveraging my skills to solve real-world problems and contribute to innovative projects.

Experience

Work history, roles, and key accomplishments

Current

Research & Development Intern

Current

TCS Research Labs

Aug 2023 - Present (1 year 9 months)

Worked on developing and deploying Retrieval-Augmented Generation (RAG) models to enhance document processing and question-answering capabilities. Implemented multi-agent systems to improve efficiency and scalability in retrieval and generation tasks.

Python Machine Learning Deep Learning AWS Data Science

Machine Learning Project

Automatic Speech-to-Text Summarizer

Developed a speech-to-text summarizer using the PEGASUS model for abstractive summarization, enhancing accessibility and usability of spoken content with ROUGE score evaluation.

Machine Learning NLP PEGASUS ROUGE Score Summarization

AI Project

Snake Game with Reinforcement Learning

Built a classic Snake game implementing reinforcement learning algorithms to train an AI agent, focusing on state perception and reward systems for learning.

Reinforcement Learning AI Deep Learning Game Development

RAG Deployment Tool

RAGuru

Designed and implemented a multi-agent RAG architecture on AWS Cloud, optimizing task assignments and ensuring relevance and accuracy in document retrieval and generation.

AWS RAG Architecture

Education

Degrees, certifications, and relevant coursework

Indian Institute of Information Technology, Nagpur

Bachelor of Technology, Computer Science Engineering

2021 - 2025

Grade: CGPA-8.42

Pursuing a Bachelor of Technology in Computer Science Engineering with a focus on various aspects of computer science, including software development, algorithms, and data structures.