Summary
Overview
Work History
Education
Skills
Projects
Timeline
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Meghamala D

Hyderabad

Summary

To leverage over 7 years of professional experience, including 4+ years of dedicated expertise in Data Science, to drive data-driven decision-making, solve complex business challenges, and deliver actionable insights through advanced analytical techniques, machine learning models, and innovative problem-solving approaches. Committed to contributing to organizational growth by combining strong technical skills, business acumen, and a passion for data to deliver impactful results.

Overview

7
7
years of professional experience

Work History

Sr Data Scientist

First Tech Consulting
Hyderabad
11.2020 - Current
  • Designed and deployed scalable machine learning models, achieving a 20% increase in revenue through targeted customer segmentation and predictive analytics.
  • Automated repetitive business processes using Python and SQL, reducing operational overhead by 30%.
  • Conducted exploratory data analysis (EDA) on large datasets to uncover actionable insights, influencing key business strategies.
  • Enhanced forecasting accuracy by 15% using time-series models, leading to improved inventory and resource management.
  • Built interactive dashboards and visualizations, enabling real-time tracking of key performance indicators (KPIs) and data-driven decision-making.
  • Implemented anomaly detection systems, reducing fraud detection time by 40%.
  • Partnered with cross-functional teams to translate business requirements into technical solutions, ensuring alignment with organizational goals.

Data Scientist Intern

Data Minds
Hyderabad
10.2019 - 10.2020
  • Supported the development of machine learning pipelines and statistical models during a 6-month training program and 6-month internship.
  • Conducted data cleaning, feature engineering, and EDA to prepare datasets for analysis and modeling.
  • Collaborated with senior data scientists on NLP projects, including sentiment analysis for social media data.
  • Created and presented visualizations and reports for stakeholders to drive actionable insights.
  • Gained hands-on experience with classification models, clustering techniques, and regression analysis.

Associate Forensic Consultant

CCPS
Hyderabad
08.2017 - 09.2019
  • Improved data recovery rates by employing cutting-edge extraction methods on damaged devices.
  • Maintained chain-of-custody integrity, ensuring admissibility of evidence during court proceedings.
  • Developed comprehensive training materials to educate team members on new technologies and methodologies in forensic analysis.
  • Optimized workflows through regular evaluations of existing procedures, recommending improvements when necessary.
  • One month of training on 'Digital Forensics and Investigative Methods'.
  • Worked hands-on on various cases, utilizing Cyber Forensic Tools and Investigation Techniques.
  • The majority of the cases solved included conducting computer and mobile forensics.
  • Conducted training on Investigating Crime against Women and Children for 4 Commissionerate’s of Telangana.
  • Conducted training on Ethical Hacking in CDTI (Central Detective Training Institute).
  • Conducted training on Cyber Crime, Terrorism, and Cyber Warfare in CDTI (Central Detective Training Institute).

Education

Master of Science - Computer Criminology

Florida State University
Florida
08-2017

Computer Science Engineering

Methodist College of Engineering And Technology
Hyderbad, India
05-2014

Skills

  • Big Data Analytics
  • Statistical modeling
  • Predictive modeling
  • Optimization Techniques
  • Neural Networks
  • Natural Language Processing
  • Sentiment Analysis
  • Machine Learning
  • Feature Engineering
  • Python
  • Social Network Analysis
  • Market Basket Analysis
  • Deep learning
  • Dimensionality Reduction
  • Time-series analysis
  • Data Visualization
  • Python Programming
  • Database Management
  • Statistical Analysis
  • Anomaly Detection
  • Ensemble Methods
  • Multivariate Analysis

Projects

Sales Forecasting
  • Developed a regression model to forecast monthly sales for a retail company using historical sales data.
  • Tools & Technologies: Python, Pandas, Scikit-learn, Statsmodels
  • Achievements: Improved forecast accuracy by 15%, enabling better inventory management and reducing stockouts.
Customer Churn Prediction
  • Built a classification model to predict customer churn for a telecom provider based on usage patterns and demographic data.
  • Tools & Technologies: Python, Logistic Regression, Random Forest, Matplotlib, Seaborn
  • Achievements: Achieved 92% accuracy, leading to the development of a targeted retention campaign that reduced churn by 18%.
Image Classification
  • Designed and trained a Convolutional Neural Network (CNN) for image classification tasks to identify defective products in a manufacturing pipeline.
  • Tools & Technologies: Python, TensorFlow, Keras, OpenCV
  • Achievements: Achieved 97% accuracy, significantly reducing manual inspection efforts and improving quality control.

Timeline

Sr Data Scientist

First Tech Consulting
11.2020 - Current

Data Scientist Intern

Data Minds
10.2019 - 10.2020

Associate Forensic Consultant

CCPS
08.2017 - 09.2019

Master of Science - Computer Criminology

Florida State University

Computer Science Engineering

Methodist College of Engineering And Technology

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Meghamala D