Madhu Latha G.

Key Skills

Software

Other

Top Subject Matter

Operations analytics and KPI reporting (business analytics)

Reporting analytics using SQL

Structured data pipelines and reporting support

Top Data Types

Image

Text

Video

Top Task Types

Data Collection

Freelancer Overview

Data & Operations Analyst (Part-Time) — Burger King UK. Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Master of Science, Northumbria University (2025) and Bachelor of Technology, Adikavi Nannaya University (2023). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Data Collection, Computer Programming, and Coding.

Labeling Experience

Data & Operations Analyst (Part-Time) — Burger King UK

Data Collection

Assisted in preparing and validating operational datasets to support daily KPI reporting and analytics. Focused on ensuring data accuracy, consistency, and anomaly detection across high-volume datasets. Contributed analysis outputs that informed marketing and sales decision-making. • Conducted in-depth analysis of operational demand patterns across 10+ product lines. • Performed daily KPI reporting with emphasis on validation and consistency. • Identified anomalies in sales trends across peak and off-peak periods. • Supported data-driven decision-making in a fast-paced environment.

2024 - Present

Market Trend & Volatility Analysis (Personal Project)

Other

Built a Python pipeline to analyze price movements, volatility patterns, and behavioral shifts in time-series data. Translated time-series processing into actionable market trend analysis outputs. Focused on deriving volatility and behavioral change signals from temporal datasets. • Implemented Python pipeline for time-series market analysis. • Analyzed volatility patterns and price movement trends. • Detected behavioral shifts over time-series windows. • Produced trend/volatility insights from historical market data.

2024 - 2024

Secure Data Sharing & Anomaly Detection Platform (MSc Project)

Other

Created an AI-driven anomaly detection approach integrated with a secure blockchain-based logging component. Focused on identifying unusual activity patterns using anomaly detection modeling and supporting data integrity. Practiced model evaluation and explainability to strengthen the reliability of detection outputs. • Built blockchain-based secure logging system using Solidity. • Developed an AI anomaly detection model for unusual activity patterns. • Worked on model evaluation and explainability. • Emphasized data integrity in the overall platform design.

2024 - 2024

Customer Churn Prediction Model (Personal Project)

Other

Developed a machine learning model for customer churn prediction using Python based on behavioral, transactional, and engagement features. Performed feature engineering, model tuning, and evaluation using ROC-AUC and precision/recall metrics. Used the model approach to support retention strategy insights. • Implemented churn prediction model in Python. • Engineered features from behavioral, transactional, and engagement data. • Tuned and evaluated models using ROC-AUC and precision/recall. • Interpreted model behavior to support retention strategy recommendations.

2024 - 2024

Backend/Data Analyst — TSSTech Soft Solutions

OtherData Collection

Built SQL queries and views to streamline reporting workflows and improve access to analytical data. Performed exploratory analysis to identify trends, outliers, and data quality issues that informed dashboard and operational/product decisions. Collaborated with internal teams to support reporting assets. • Built SQL views and analytical queries for streamlined reporting. • Conducted exploratory analysis for trends, outliers, and data quality issues. • Supported dashboards used for operational and product decisions. • Improved data accessibility for downstream analytics.

2023 - 2024

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Education

Work History