NIKHITHA BANOTH

Data Analyst

Hyderabad, Telangana, India2 yrs 2 mos experience

Key Highlights

Proven ability in data analysis and machine learning.
Experience in predictive modeling for the hospitality industry.
Strong team management and project collaboration skills.

Stackforce AI infers this person is a Data Analyst with a focus on Machine Learning and Data Science in the Hospitality sector.

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Skills

Core Skills

Team ManagementProject TeamsData AnalysisMachine Learning

Other Skills

AlgorithmsC++Data AnalyticsData CleaningData ModelingData StructuresData VisualizationElectric VehiclesFluid DynamicsJob BoardsMatplotlibMicrosoft ExcelNumPyPresentation SkillsProblem Solving

Experience

Streak (yc w22)

2 roles

Data Analyst

Mar 2025 – Present · 1 yr

Data Engineer

Dec 2024 – Mar 2025 · 3 mos

Xtrawrkx

Management Trainee

Sep 2024 – Nov 2024 · 2 mos · Bengaluru, Karnataka, India · Remote

Electric VehiclesMicrosoft ExcelPresentation SkillsProject TeamsTeam Management

Solar secure solutions

Data Science

Mar 2024 – May 2024 · 2 mos

Merged and cleaned hotel datasets, conducting exploratory analysis on booking cancellations resulting in improvement of data quality by 25 percent.
Developed and implemented a logistic regression to predict booking cancellations, increasing occupancy prediction accuracy to 20 percent.
Unified datasets, managed null values, and reformatted features, enhancing prediction accuracy up to 15 percent

Exposys data labs

Data Science Intern

May 2023 – Jun 2023 · 1 mo · India

Evaluated regression algorithms using RD spend, administration cost, and marketing spend data, improving model selection accuracy by 18 percent
Selected the best-performing model based on performance metrics such as R-squared and Mean Absolute Error, enhancing predictive accuracy
Trained machine learning models using linear and decision tree regression to predict evaluate company profit values

Machine LearningSeabornPython (Programming Language)pandasMatplotlibNumPy+2