Caleb C.

Key Skills

Software

Other

OpenCV AI Kit (OAK)

Scale AI

Snorkel AI

Surge AI

Top Subject Matter

RAG applications and RLHF and SFT based Tuning of LLMs

Legal document processing

LLM evaluation and model quality assurance

Top Data Types

Text

Document

Image

Top Task Types

Question Answering

Segmentation

Fine-tuning

Freelancer Overview

AI/ML Researcher (Flickd.ai) — August 2025 to October 2025. Brings 2+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other, Internal, and Proprietary Tooling. Education includes Bachelor of Technology, Indian Institute of Technology, Ropar (2026) and Bachelor of Technology, K.R. Mangalam University (2027). AI-training focus includes data types such as Text and Document and labeling workflows including Evaluation, Rating, and Question Answering.

Labeling Experience

Machine Learning (Eval) Engineer (Shipd.ai) — March 2026 to Present

OtherImageFine-tuning

Evaluates LLM outputs using structured benchmarking frameworks to ensure model quality and reliability. Designs evaluation pipelines to measure performance metrics such as accuracy, latency, and reliability. Analyzes large-scale datasets to identify edge-case behaviors and improve model robustness. • LLM output benchmarking • Performance metric evaluation pipeline design • Edge-case dataset analysis • Model quality and reliability improvement

2026 - Present

Technical Intern (AI) (Xebia) — June 2025 to August 2025

DocumentQuestion Answering

Built a RAG-based chatbot (Xenius) to support intelligent legal document processing using task/ticket management workflows. Developed functionality for extracting and reasoning over legal document content to support downstream question-answering behavior. Supported agile delivery practices and intern mentorship within the AI application development effort. • RAG-based legal document processing • Legal task/ticket management automation • Structured data extraction for agentic workflows • Scrum/agile collaboration

2025 - 2025

AI/ML Researcher (Flickd.ai) — August 2025 to October 2025

OtherText

Evaluated and researched AI-driven solutions for media and entertainment applications, focusing on improving intelligent recommendations. Developed and tested novel ML approaches to enhance recommendation quality and performance. Collaborated with teams to implement research insights into production-ready workflows. • Research tasks for recommendation systems • Testing and validation of ML approaches • Collaboration with cross-functional teams • Production implementation support

2025 - 2025

Education

Work History