Sneha Y.

Key Skills

Software

Other

Top Subject Matter

Personality trait prediction (Big Five model) using survey responses

Student performance analytics from academic data

Sales trend and revenue analytics from transactional data

Top Data Types

Text

Image

Audio

Top Task Types

Data Collection

Freelancer Overview

Predictive Analytics for Personality Traits Identification (FastAPI + survey data preprocessing). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Technology in Computer Science and Engineering (Artificial Intelligence and Machine Learning), SVIT (2026). AI-training focus includes data types such as Data Collection, Computer Code, and Programming and labeling workflows including Data Collection, Computer Programming, and Coding.

Labeling Experience

Sales Data Analysis project (Python + SQL project)

Other

Built a Sales Data Analysis project using Python and SQL to examine sales trends, product performance, and revenue insights. Processed and summarized structured sales datasets to enable analytical reporting. Produced interpretive findings based on computed metrics from the queried data. • Queried sales and product datasets using SQL • Cleaned and processed data in Python for analysis • Aggregated metrics to evaluate product and revenue performance • Reported insights derived from trend and performance calculations

2022 - 2026

Student Performance Analysis System (Python + SQL project)

Other

Developed a Student Performance Analysis System using Python and SQL to analyze academic records and generate performance reports. Transformed structured student data into aggregated metrics suitable for downstream analysis. Used the resulting analysis outputs to support performance insights derived from the stored data. • Extracted and queried student data using SQL • Engineered features/aggregations for performance reporting • Performed data processing in Python for analysis readiness • Generated performance reports for interpretation of trends

2022 - 2026

Predictive Analytics for Personality Traits Identification (FastAPI + survey data preprocessing)

OtherData Collection

Built a Python-based personality analysis workflow using survey data for the Big Five personality trait model. Performed survey data preprocessing to prepare inputs for model training and evaluation. Produced personality trait predictions from survey responses as part of an academic AI & ML project. • Cleaned and transformed survey responses into model-ready features • Prepared labels/targets corresponding to Big Five traits • Validated and iterated preprocessing steps for better predictive performance • Documented the end-to-end pipeline and results for the project report

2022 - 2026

Education

Work History