Akshara Perala
Hey, I'm Akshara 👋
About Me
I am an Integrated MSc Mathematics and ECE student at BITS Pilani Hyderabad Campus with a strong interest in Artificial Intelligence, Machine Learning, and data analysis.
I enjoy combining mathematics, logical thinking, and programming to understand intelligent systems and solve practical problems. Currently, I am exploring AI workflows, software development, and statistical analysis while continuously improving my technical skills.
Tech Skills
Existing Skills
- Python
- C Programming
- Exploratory Data Analysis (EDA)
- Pandas
- NumPy
- Matplotlib
- Seaborn
- Basic Data Structures
- Statistical Analysis
Planning to Learn
- Machine Learning
- Deep Learning
- Generative AI
- AI Workflows
- Git & GitHub
- Cloud Computing
- MLOps
Projects I Worked On
Introductory Data Analysis Project
- Performed data cleaning, preprocessing, and exploratory data analysis using Python.
- Generated statistical summaries and visualizations to identify patterns and trends in data.
- Worked with real-world datasets to understand the complete data analysis workflow.
Evaluating Adaptive Learning: A Statistical Perspective
- Analyzed over 14,000 student records using Python, Pandas, NumPy, and Statsmodels.
- Applied feature encoding, correlation analysis, and Ordered Logistic Regression.
- Studied the impact of stress, learning behavior, and EduTech usage on academic performance.
Education
BITS Pilani, Hyderabad Campus
Integrated MSc Mathematics + ECE
2024 – 2029
Aspirations
I aspire to become an AI Engineer and contribute to building intelligent systems that create meaningful real-world impact. I am especially interested in Machine Learning, Generative AI, and data-driven technologies.
Interests
- Sketching
- Badminton
- Travelling
Languages
- English
- Telugu
- Hindi
Connect With Me
Project Status
Currently learning and building projects in AI, Machine Learning, and software development.
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