Amarlapudi Keerthana

Amarlapudi Keerthana

Data Analyst | Python & Machine Learning Specialist
India
Telugu, English

نبذة عني

Data Analyst with 2.7 years of experience in Python-based analytics and machine learning. Skilled in data preprocessing, feature engineering, predictive modeling, and dashboard visualization. Proven ability to transform …

الخبرة

Python Developer – AI/ML Focus

eTutorConnect | India
Jun 2023 - Dec 2025 · 2 سنوات 6 أشهر

Built predictive models using Logistic Regression, Random Forest, SVM, and KNN for structured datasets.
Performed extensive data cleaning, preprocessing, and feature engineering to improve model accuracy.
Designed dashboards in Tableau and Python visualizations to communicate insights to stakeholders.
Evaluated model performance using accuracy, precision, recall, and tuning techniques.
Assisted in integrating ML outputs into business reporting workflows.

Jr Software Developer – AI/ML Focus

eTutorConnect | India
Jun 2023 - Dec 2025 · 2 سنوات 5 أشهر

Built predictive models using Logistic Regression, Random Forest, SVM, and KNN for structured datasets., Performed extensive data cleaning, preprocessing, and feature engineering to improve model accuracy., Designed dashboards in Tableau and Python visualizations to communicate insights to stakeholders., Evaluated model performance using accuracy, precision, recall, and tuning techniques., Assisted in integrating ML outputs into business reporting workflows.

Trainee Associate Software Engineer

Mphasis Limited | India
Mar 2025 - Jun 2025 · 3 أشهر

Developed Python scripts for data handling and preprocessing tasks.
Learned enterprise SDLC practices, debugging, and modular code development.
Worked on structured assignments involving ML-supporting analytics workflows.
Strengthened problem-solving skills and production readiness.

Trainee Associate Software Engineer

Mphasis Limited | India
Mar 2025 - Jun 2025 · 3 أشهر

Developed Python scripts for data handling and preprocessing tasks., Learned enterprise SDLC practices, debugging, and modular code development., Worked on structured assignments involving ML-supporting analytics workflows., Strengthened problem-solving skills and production readiness.

المشاريع

Machine Failure Prediction System Using Machine Learning

self
المدة : 04-Feb-2025 - 13-Aug-2025

Built a predictive model to identify machine failure risks using classification algorithms. Performed feature selection, preprocessing, and model comparison.  Improved prediction reliability through tuning and validation techniques. Implemented end-to-end workflow using Python for analysis and evaluation.

المهارات

ماي إس كيو إل بايثون (لغة برمجة) لغة الاستعلامات الهيكلية (SQL) معالجة البيانات خوارزميات تعلم الآلة نومباي (مكتبة لغة Python) باور بي آي التحليل الإحصائي تابلو Pandas Scikit-learn RapidMiner Matplotlib Seaborn Flask APIs Docker Deployment Basics AWS Fundamentals Analytical Thinking Problem Solving Data Interpretation Business Insights Model Evaluation Optimization Communication of Insights via Dashboards Agile Collaboration Documentation SQLite Data Mining Modeling Statistical Computing Flask API Integration Docker AWS REST API Development Django Object-Oriented Programming
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