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Krisha Patel

@krishapatel2

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AI-focused teaching assistant using Python to build RAG and predictive analytics.

India

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What I'm looking for

I’m looking for an entry-level role where I can build real-world AI/NLP and predictive models with Python, while collaborating closely with teams to turn prototypes into reliable, user-friendly products.

I’m an AI-focused teaching assistant and student engineer building practical NLP and machine learning solutions. I developed a Retrieval-Augmented Generation (RAG) based AI assistant that answers questions from custom course videos using local LLMs, including a pipeline for video-to-audio conversion, timestamped transcripts with Whisper, and vector embeddings for retrieval.

Alongside that, I built a customer churn prediction model using Python, Pandas, NumPy, and scikit-learn, training Logistic Regression and Decision Tree classifiers and reaching approximately 80% prediction accuracy with Logistic Regression. I also bring product thinking from my UI/UX design internship, designing responsive interfaces and prototypes in Figma and collaborating with developers to deliver consistent, user-friendly experiences.

Experience

Work history, roles, and key accomplishments

UI/UX Design Intern

Cybersecurity Umbrella

May 2025 - Nov 2025 (6 months)

Designed responsive UI wireframes and interactive prototypes in Figma for client web applications, contributing to projects such as Risk Management Website, ESG – EcoLens, SOC Central, and Chatbot & AI Integration. Collaborated with developers to translate design concepts into intuitive interfaces while maintaining design consistency.

Figma UI UX Design Wireframing Prototyping Responsive Design