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Puja Shelake

@pujashelake

B.Tech data science engineer specializing in ML/DL, LLMs, and NLP-driven products.

India
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What I'm looking for

I’m looking for an entry-level role where I can build and deploy ML/DL and NLP (LLM) solutions, improve model accuracy end-to-end, and turn data into insights using EDA and dashboards on AWS.

I’m a B.Tech graduate in Computer Science (Data Science) focused on building strong ML/DL and NLP solutions. I’ve developed transformer-based LLM capabilities and end-to-end ML pipelines, with a practical emphasis on model performance and preprocessing-quality.

From internships and hands-on projects, I’ve worked with Python, TensorFlow/Keras, and Scikit-learn to deliver text classification, sentiment/emotion detection, and video classification using CNN-RNN architectures. I’m AWS certified and enjoy turning data into actionable insights through EDA and interactive dashboards.

Experience

Work history, roles, and key accomplishments

ES

Data Science & Analytics Internship

EdTech Society

Jun 2024 - Sep 2024 (3 months)

Collaborated on a video classification project using a CNN-RNN architecture under IIT Bombay faculty guidance. Gained hands-on experience in deep learning and video classification.

Education

Degrees, certifications, and relevant coursework

DK

D.Y. Patil College of Engineering & Technology, Kolhapur

Bachelor of Technology (B.Tech), Computer Science Engineering (Data Science)

Grade: 8.5 CGPA

Pursued B.Tech in CSE (Data Science) at D.Y. Patil College of Engineering & Technology, Kolhapur, achieving 8.5 CGPA.

MM

Malkapur Highschool, Malkapur

HSC, Higher Secondary Education

Grade: 82.17%

Completed HSC under MSBSHSE, scoring 82.17%.

SP

Shri Jugaidevi Madhyamik Vidyalaya, Panundre

SSC, Secondary Education

Grade: 89.40%

Completed SSC under MSBSHSE, scoring 89.40%.

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