Maria Babu - Data Scientist

About Me

Hello! I'm Maria Babu, a passionate Data Scientist with experience in analyzing complex datasets and deriving actionable insights. I have a strong background in statistics, machine learning, and data visualization. My expertise includes working with tools like Python, R, SQL, and various data visualization libraries. I enjoy solving challenging problems and making data-driven decisions to drive business growth. In my free time, I love exploring new technologies, reading about advancements in AI, and contributing to open-source projects.


Skills

Experience

Education

Certification

Machine Learning

Advanced algorithms for predictive analytics and pattern recognition

Deep Learning

Neural networks, CNN, RNN, and transformer architectures

Data Science

Statistical analysis, data mining, and predictive modeling

Python & R

Advanced programming for data analysis and ML implementation

Big Data Analytics

Hadoop, Spark, and distributed computing frameworks

AI Solutions

Computer vision, NLP, and automated decision systems

2025 - Current

Machine Learning Intern

Shamgar Software Solution

Working on advanced ML algorithms and AI solutions for enterprise clients.

Nov 1, 2024 - Dec 1, 2024

Data Science Intern

Cognifyz Technologies

Developed predictive models and performed data analysis for business insights.

Aug 10, 2024 - Sep 10, 2024

Data Science Intern

Bharat Intern

Built machine learning models and created data visualization dashboards.

B.Tech

KKR & KSR Institute of Technology & Sciences, Vinjampadu

2022 - 2026

CGPA: 7.23

Intermediate

Palnadu Junior College, Macharla

2020 - 2022

Score: 59%

Secondary Education

Z.P Boys High School, Macharla

2018 - 2020

Score: 85%

Artificial Intelligence Fundamentals

IBM

February 2025

AI Foundations Machine Learning Data Analysis

Data Analysis with Python

IBM on Coursera

December 2, 2024

Python Pandas NumPy

Unsupervised Learning, Recommenders, Reinforcement Learning

DeepLearning.AI on Coursera

October 30, 2024

Deep Learning Neural Networks Reinforcement Learning

My Services

Machine Learning Model Development

Designing and training supervised, unsupervised, and reinforcement learning models. Developing algorithms for classification, regression, clustering, and recommendation systems with advanced feature engineering and model optimization.

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Advanced Data Analytics

Analyzing structured and unstructured data to identify trends, patterns, and anomalies. Performing exploratory data analysis (EDA), statistical modeling, and delivering actionable insights to inform strategic business decisions.

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Deep Learning & Neural Networks

Building sophisticated neural network architectures including CNNs for computer vision, RNNs for sequence data, and transformers for NLP tasks. Specializing in transfer learning and model fine-tuning for optimal performance.

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Natural Language Processing (NLP)

Developing advanced NLP solutions including sentiment analysis, text classification, named entity recognition, and language translation. Creating chatbots, virtual assistants, and automated content analysis systems.

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Computer Vision Solutions

Implementing image recognition, object detection, facial recognition, and medical image analysis systems. Developing real-time video processing and augmented reality applications using state-of-the-art CV techniques.

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AI-Powered Automation

Automating complex business processes with AI and machine learning. Creating intelligent recommendation engines, fraud detection systems, predictive maintenance solutions, and automated decision-making frameworks.

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My Work

Customer Churn Prediction

Customer Churn Prediction Model

Developed a sophisticated ML model using Random Forest and XGBoost achieving 94% accuracy in predicting customer churn. Implemented feature engineering and SMOTE for handling imbalanced data, resulting in 23% reduction in customer loss.

Sales Analytics Dashboard

Real-time Sales Analytics Dashboard

Created an interactive Power BI dashboard with Python backend for real-time sales analytics. Integrated multiple data sources and implemented automated reporting, increasing decision-making speed by 40%.

Sentiment Analysis AI

Advanced Sentiment Analysis System

Built a multi-language sentiment analysis tool using BERT and Transformers. Processed 100K+ customer reviews with 96% accuracy, providing detailed emotional insights and trend analysis for business strategy optimization.

Medical Image Analysis

Medical Image Classification

Developed a CNN-based system for automated medical image analysis achieving 98% accuracy in detecting anomalies. Implemented transfer learning with ResNet50 and created a user-friendly interface for healthcare professionals.

Stock Price Prediction

Stock Price Prediction System

Created an LSTM-based deep learning model for stock price prediction with technical indicators and sentiment analysis. Achieved 89% directional accuracy and implemented automated trading signals with risk management.

Fraud Detection System

AI Fraud Detection Engine

Implemented a real-time fraud detection system using ensemble methods and anomaly detection algorithms. Reduced false positives by 67% while maintaining 99.2% fraud detection rate, saving $2M+ annually in potential losses.

View All Projects

Contact Me

mariyababuit@mail.com

+91 7993642366

Download CV