Rithika Abba
Hyderabad
Summary
Results-driven Data Analyst Intern at Axtria Pvt Ltd, skilled in machine learning and data analytics. Successfully streamlined operational processes and enhanced communication strategies, leading to improved team productivity. Proficient in Python and effective communication, I leverage predictive analytics to deliver impactful insights and drive decision-making.
Overview
3
3
years of professional experience
Work History
DATA ANALYST INTERN
AXTRIA PVT LTD
01.2025 - 07.2025
- Collaborated on alignment initiatives to streamline operational processes.
Facilitated call planning sessions to improve efficiency in communication strategies.
Implemented incentive compensation structures to drive team productivity and satisfaction.
Performed comprehensive testing to validate project outcomes and deliverables.
Jr.MBA
CULT.FIT & MULTIPLY VENTURES, E-CELL IIT ROORKEE
04.2023 - 05.2023
- Company project by Multiply Ventures focused on app development using Thunkable according to company specifications
MACHINE LEARNING INTERN
UPSKILLZ
07.2022 - 09.2022
- Utilized a variety of techniques including linear regression, logistic regression, decision tree, random forest, gradient boosting, and neural networks.
Education
Bachelor of Engineering Hons - AIML
Chandigarh University
Mohali, Punjab05-2025
Intermediate (SSC) -
Narayana IIT Institutions
Hyderabad03-2021
Matriculation (SSC) -
SPR High School
Hanamkonda03-2019
Skills
Machine Learning Data Analytics Python OS DBMSWekaCAD Coppeliasm Predictive Analytics Data Mining Power BI Microsoft Excel Deep Learning NLP MYSQL
Hobbies and Interests
- Business Analysis, Researching, Cooking
Websites
Accomplishments
House Price Prediction | Python, TensorFlow
• Predicted house prices using 4,600+ records, achieving 90.7% R² score with TensorFlow Decision Forests.
• Engineered new features (e.g., living space per bedroom, sqft per floor) to improve accuracy.
• Optimized with Gradient Boosting (2000 trees, depth 10) and K-fold Cross Validation, reducing RMSE to ₹65,643.
Road Accident Severity Prediction | Python, TensorFlow, RandomForest
• Built a RandomForest model to classify accident severity, achieving 91.1% weighted F1-score.
• Performed EDA with Matplotlib, Seaborn, and DABL to identify key factors.
• Used Chi-Square selection, SMOTE, and PCA to reduce features from 106 to 50.
Stress Detection in Voice and Text | Python, TensorFlow, NLP
• Developed a deep learning model combining audio spectrograms (CNNs) and text embeddings (BiLSTM) for stress detection with 88.3% accuracy.
Timeline
DATA ANALYST INTERN
AXTRIA PVT LTD
01.2025 - 07.2025
Jr.MBA
CULT.FIT & MULTIPLY VENTURES, E-CELL IIT ROORKEE
04.2023 - 05.2023
MACHINE LEARNING INTERN
UPSKILLZ
07.2022 - 09.2022
Bachelor of Engineering Hons - AIML
Chandigarh University
Intermediate (SSC) -
Narayana IIT Institutions
Matriculation (SSC) -
SPR High School