Shreya Asthana

Aspiring Software Development Engineer | GenAI & Machine Learning Specialist

Sehore, IN.

About

Highly motivated Computer Science and Engineering student specializing in AI/ML, with a strong foundation in GenAI and full-stack development. Proven ability to design and implement robust machine learning models, develop scalable AI solutions, and build interactive web applications, achieving up to 94% accuracy in complex data analysis projects. Eager to leverage expertise in Python, MERN stack, and Databricks to drive innovative software development and contribute to cutting-edge AI initiatives.

Work

Epilepto Systems

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SDE Intern – GenAI & Full-Stack Development

Remote, N/A, India

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Summary

Contributed to GenAI and full-stack development projects, leveraging Python, MERN stack, Flask, and Streamlit within Databricks to enhance intelligent document processing.

Highlights

Contributed to GenAI and full-stack development initiatives, leveraging Python, MERN stack, Flask, and Streamlit within Databricks to enhance intelligent document processing systems.

Designed and implemented LLM-powered Retrieval-Augmented Generation (RAG) workflows, integrating semantic search, vector databases, and embedding models to develop advanced chatbot systems.

Utilized Databricks services, including apps, serving endpoints, utility catalogs, APIs, and SQL warehouse, to develop and deploy scalable AI solutions.

Applied MLflow for robust experiment tracking and collaborated with Figma for UI/UX design, ensuring seamless end-to-end solution development.

Developed and optimized data-driven pipelines with MySQL, facilitating structured data storage, efficient retrieval, and seamless integration with AI workflows.

Education

VIT Bhopal University

Sehore, Madhya Pradesh, India
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B. Tech. Computer Science and Engineering with specialization in Artificial Intelligence and Machine Learning Grade: CGPA: 9.05/10

Aviraj World School

Rewari, Haryana, India
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High School 12th Standard Grade: 92.34%

Euro International School

Rewari, Haryana, India
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High School 10th Standard Grade: 94.83%

Certificates

Google Cloud Digital Leader

Google Cloud

IBM Data Fundamentals

IBM SkillsBuild

Applied Machine Learning in Python

Coursera

Introducing Generative AI with AWS

Udacity

AI Primer Certification

Infosys SpringBoard

Skills

Programming Languages & Libraries

Python, scikit-learn, Pandas, NumPy, Matplotlib, Java.

Web Development & Frameworks

Flask, Streamlit, React.js, MERN Stack.

Databases & Tools

MySQL, MongoDB, Git, Jupyter Notebook, VS Code, Power BI, Tableau, Databricks.

Machine Learning & AI Expertise

Machine Learning, Data Preprocessing, EDA (Exploratory Data Analysis), Feature Engineering, Generative AI (RAG, Embeddings, Chatbots).

Projects

Diabetes Risk Prediction Model for Women

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Summary

Developed a machine learning model to predict diabetes risk, integrated into a Flask web application, achieving high accuracy and addressing data imbalance.

AI-Powered Resume Evaluation System

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Summary

Created an AI-powered system with a React.js frontend and Flask backend to evaluate resumes, compute ATS scores, and provide HR insights using LLMs.

Microarray Data Analysis for SLE Classification

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Summary

Executed a deep learning project to classify Systemic Lupus Erythematosus (SLE) using microarray data, employing advanced data science techniques for high model performance.