Shouryan M.

Key Skills

Software

Don't disclose

Other

Top Subject Matter

RAG-based document processing and LLM response quality

Business/sales analytics dataset validation for reporting

Financial dataset quality validation and ETL documentation

Top Data Types

Document

Text

Top Task Types

Data Collection

Freelancer Overview

Enterprise AI Document Assistant (RAG) - AI output evaluation and response validation. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose and Other. Education includes Bachelor of Technology, Kakatiya Institute of Technology and Science (2026). AI-training focus includes data types such as Document, Computer Code, and Programming and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Machine Learning-Based Water Potability Prediction - data validation and evaluation

Other

Performed preprocessing, feature engineering, and data validation for a machine learning-based water potability prediction project. Evaluated structured dataset quality to ensure reliable model training inputs. Conducted model evaluation with emphasis on confirming data correctness and performance. • Validated structured inputs and checked data integrity before training. • Applied feature engineering for improved model readiness. • Evaluated model performance using appropriate evaluation steps. • Ensured data cleaning and validation supported downstream prediction quality.

2023 - 2025

SmartInvest Analytics - financial data validation and QA

OtherTextData Collection

Validated financial datasets and supported ETL workflows with documented processing steps. Performed data quality assurance to ensure financial fields were correctly prepared for analysis. Produced interactive analytics outputs after validation checks. • Checked dataset correctness and completeness during preprocessing. • Documented ETL workflows for repeatability and traceability. • Prepared validated financial data for interactive analytics. • Ensured inconsistencies were addressed before dashboarding.

2023 - 2025

Sales Analytics Hub - structured dataset review and validation

Other

Reviewed and validated structured business datasets as part of a Sales Analytics Hub analytics workflow. Conducted data quality checks and documented findings to support accurate dashboard creation. Ensured that inconsistencies were identified before Power BI reporting. • Validated dataset fields using Python SQL and Excel-based checks. • Performed documentation of data quality issues and resolution steps. • Ensured consistency of structured data for downstream visualization. • Supported quality assurance prior to dashboard publishing.

2023 - 2025

Enterprise AI Document Assistant (RAG) - AI output evaluation and response validation

Don't discloseDocument

Created and performed AI response validation as part of an Enterprise AI document assistant workflow. Reviewed semantic search outputs and evaluated AI-generated responses to ensure consistency with source documents. Conducted quality assurance checks to detect errors and improve overall reliability of the RAG system. • Used document chunking and semantic search to retrieve relevant context. • Validated AI outputs against expected behaviors and source-grounded responses. • Identified inconsistencies in structured outputs and corrected validation issues. • Maintained documentation of evaluation and quality control steps.

2023 - 2025

Education

Work History