Rupesh P.

Key Skills

Software

Don't disclose

Other

Top Subject Matter

API integration testing and structured data (JSON/JSONSchema) validation

Natural language data collection and preparation for ML training

Secure data handling for dataset preparation workflows

Top Data Types

Text

Document

Top Task Types

Data Collection

Freelancer Overview

Automated API Integration & JSONSchema Validator (Testing utility and evaluation automation). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose, MLflow, and Other. Education includes Bachelor of Engineering, K.B.T. College of Engineering (2023). AI-training focus includes data types such as Computer Code, Programming, and Text and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

YouTube Sentiment Insights (text data collection and preparation pipeline)

TextData Collection

Built a Python-based API pipeline to collect natural language comments for conversion into clean tabular datasets. Applied NLP processing to normalize and structure the collected text for ML experimentation. Tracked dataset versions and artifacts to ensure reproducibility across training iterations. • Collected textual comments via an API pipeline • Converted unstructured comments into clean tabular datasets • Managed dataset versioning and experiment tracking with MLflow and DVC • Automated execution and integration using Docker and CI/CD workflows

2026 - Present

FuseMachines: Secure Azure Data Environment (secure dataset environment setup)

OtherDocumentData Collection

Configured an Azure secure data environment to support safe storage and transfer of dataset inputs. Implemented encryption and access controls using Key Vault and RBAC, with encrypted transfers via SFTP. Defined encryption parameters and access policies within structured JSON configuration files. • Secured dataset transfers using SFTP and PGP/GPG encryption • Managed encryption keys and secrets through Azure Key Vault • Applied RBAC-based access controls to restrict data access • Used structured JSON configuration to define secure workflows

2025 - 2026

Automated API Integration & JSONSchema Validator (Testing utility and evaluation automation)

Don't disclose

Created automated Python testing utilities to validate nested JSON responses against strict JSON Schemas. Simulated user requests and enforced schema correctness for dependent multi-step API operations. Logged failed request payloads and traced validation errors to pinpoint integration bottlenecks. • Simulated multi-turn API calls with parameter validation across dependent operations • Enforced JSON Schema constraints for nested response structures • Used PyTest-based test automation to verify request-to-response behavior • Captured and reviewed validation failures for debugging and quality checks

2024 - 2025

Education

Work History