Katam V.

Key Skills

Software

Other

Scale AI

Data Annotation Tech

Mindrift

Top Subject Matter

LLM fine-tuning and evaluation for software engineering

data science

software engineering

Top Data Types

Text

Image

Audio

Top Task Types

RLHF

Data Collection

Fine-tuning

Transcription

Prompt + Response Writing (SFT)

Freelancer Overview

AI Engineer | Scale AI (Remote). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Scale AI and Other. Education includes Bachelor of Technology, Indian Institute of Technology Madras (2024) and Higher Secondary Certificate, Narayana Junior College (2020). AI-training focus includes data types such as Text, Computer Code, and Programming and labeling workflows including RLHF and Data Collection.

Labeling Experience

AI Engineer | Scale AI (Remote)

Scale AITextRLHF

Performed instruction tuning and reinforcement learning workflows to improve large language model behavior for engineering, data science, and math use cases. Validated code-editing model changes by reviewing GitHub pull requests and ensuring correctness through unit test verification. Developed prompt and multi-turn conversation handling requirements including prompt-injection scenarios with persona adherence and structured tool responses. • Fine-tuning for LLM instruction following (SFT/RLHF) • Evaluation via PR review and unit-test checks • Prompt engineering for tool-calling with JSON outputs • Multi-turn conversational behavior and red-teaming style prompt-injection tasks

2025 - Present

Summer Intern | bitWise Academy (Remote)

OtherData Collection

Created interactive educational presentations on RabbitMQ and Redis to support learning for non-technical audiences. Prepared and delivered training materials in a cohort setting and received recognition for clarity and engagement. Although not explicitly labeled as data labeling, the work reflects AI training/tutoring-style instructional content creation for a technical domain. • Produced training content on messaging and caching systems • Designed interactive learning presentations • Delivered materials to executive stakeholders • Recognized as top intern for communication quality

2023 - 2023

Education

Work History