Karina R.

Key Skills

Software

Other

Top Subject Matter

LLM-based validation and summarization for software release/change management

Web application development (no explicit AI training/labeling)

Top Data Types

Text

Top Task Types

Function Calling

Freelancer Overview

Nomura Services Pvt. Ltd — Software Development Onsite (LLM-based attestation validation and CAB automation). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Bachelor of Technology, Shri Govindram Seksaria Institute of Technology & Science (SGSITS) (2025). AI-training focus includes data types such as Text, Computer Code, and Programming and labeling workflows including Function Calling, Computer Programming, and Coding.

Labeling Experience

Nomura Services Pvt. Ltd — Software Development Onsite (LLM-based attestation validation and CAB automation)

TextFunction Calling

Built LLM-based release attestation validation workflows to automatically assess evidence from multiple internal sources. The work involved orchestrating AI validation and evidence collection steps that support downstream decision-making for releases, incidents, and changes. • Integrated Confluence and Jira MCP servers to automate evidence gathering • Developed an LLM-driven attestation validation pipeline across sources • Centralized release/incident/change views through a React + Python dashboard • Owned end-to-end SDLC for LLM summarization and decision support via CAB automation

2025 - Present

CodeHop — Software Development Intern (UI performance, debugging, and integration work)

Other

Contributed to front-end optimization and bug fixing for a remote internship project, improving application stability and performance. The resume content does not indicate any direct data labeling, annotation, or AI training responsibilities. • Optimized UI components to improve rendering speed and load times • Diagnosed and resolved 20+ critical bugs • Integrated Redux to reduce state-related errors and improve scalability • Improved overall application performance through targeted fixes

2024 - 2024

Education

Work History