Tuhina P.

Key Skills

Software

Other

Top Subject Matter

Artificial Intelligence & LLM Evaluation

Software Engineering & Database Management

Financial Technology & Personal Investing

Top Data Types

Text

Document

Computer Code Programming

Top Task Types

Classification

Object Detection

Text Generation

Fine-tuning

Computer Programming/Coding

Prompt + Response Writing (SFT)

Function Calling

Data Collection

Freelancer Overview

My experience in AI training is highlighted by my current role as a Remote LLM Trainer, where I specialize in evaluating multi-turn conversations, Agent Completion, and function-calling. What sets me apart is my technical foundation as a full-stack developer. Because I actively build applications using Python, Go, and Oracle SQL, I can go beyond grading conversational tone to accurately validate complex API logic, parse structured JSON records, and identify safe, read-only SQL queries. Having architected my own AI integrations, I have the technical intuition to produce highly accurate training data for complex systems.

Labeling Experience

AI Resume Optimizer project (FastAPI, NLP, Sentence-BERT)

OtherText

Worked on an AI resume optimization project using NLP and Sentence-BERT to improve semantic similarity and extraction accuracy on text data. Focused on modular Python scripting, systematic debugging, and improving logic to generate better text-derived outputs. The work supports downstream AI training/evaluation by refining how text signals are extracted and compared. • Used FastAPI for serving parts of the NLP pipeline. • Implemented Sentence-BERT based semantic similarity and text extraction logic. • Applied debugging and code review practices to ensure reliability. • Organized code for readability and maintainability.

2026 - Present

Education

Work History