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Niyukti Patil User

@niyuktipatiluser

Data Science Intern at Ardent Software who developed a Twitter bot detection system with deep learning and explainable AI.

India

Message

What I'm looking for

I'm looking for an entry-level role where I can apply my analytical thinking and technical skills to solve real-world data-driven problems.

At Ardent Software, I worked on an industry-oriented sentiment analysis project using real-world textual data. I preprocessed data, extracted features, explored the data, and built and evaluated machine learning models for sentiment classification.

I developed BotDetect, a Twitter bot detection system that classifies accounts using behavior patterns, tweet content, and account metadata. I implemented deep learning models and integrated LIME to make predictions more interpretable.

At Maverickk Minds, I contributed to the Toppers’ Solutions Mobile Application and created and maintained academic content aligned with curriculum standards. I also built a web-based car price prediction system using machine learning regression models.

Experience

Work history, roles, and key accomplishments

Intern

Maverickk Minds

Jun 2025 - Oct 2025 (4 months)

Contributed to the development and refinement of the Toppers' Solutions Mobile Application, supporting academic and product objectives. Created and maintained high-quality academic content aligned with curriculum standards.

Mobile Application Developer Content Creation Product Development Team Coordination

Data Science Intern

Ardent Software

Jun 2024 - Jul 2024 (1 month)

Worked on an industry-oriented sentiment analysis project involving real-world textual data. Performed data preprocessing, feature extraction, and exploratory data analysis for sentiment classification.

Python Machine Learning data preprocessing Feature Extraction Exploratory Data Analysis Sentiment Analysis