Samyak J.

Key Skills

Software

Data Annotation Tech

Top Subject Matter

Large Language Models (LLMs)

Proposal Processing

AI Evaluation

Top Data Types

Text

Top Task Types

RLHF

Freelancer Overview

AI Engineer – MultiAgentic RAG Application and LLM Prompt Evaluation. Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, Teerthanker Mahaveer University (2021). AI-training focus includes data types such as Text and labeling workflows including RLHF.

Labeling Experience

AI Engineer – MultiAgentic RAG Application and LLM Prompt Evaluation

TextRLHF

Led the development of a MultiAgentic RAG application utilizing feedback-driven processes for AI model training and evaluation. Oversaw prompt engineering and iterative prompt refinement to enhance large language model (LLM) accuracy. Applied benchmarking and metric analysis on large-scale proposal data to improve system performance. • Integrated LangChain, LangGraph, Langfuse, and Locust for robust AI workflow execution. • Achieved 80% accuracy over 10,000 backtesting proposals, demonstrating impact on model reliability. • Enhanced LLM prompts and tested outputs for continual improvement of AI understanding and response. • Coordinated team efforts to follow best practices in scalability and security for data-driven AI tasks.

2025 - Present

Education

Work History