Key Skills

Software

Clickworker

Data Annotation Tech

Mercor

Telus

Top Subject Matter

No subject matter listed

Top Data Types

3D Sensor

Audio

Computer Code Programming

Image

Text

Video

Top Label Types

Action Recognition

Computer Programming Coding

Evaluation Rating

Object Detection

Prompt Response Writing SFT

Question Answering

Transcription

Freelancer Overview

I am a results-driven software engineer with hands-on experience designing and deploying data labeling pipelines and AI training data solutions. My background includes building automated data labeling systems using the Snorkel framework, implementing weak supervision techniques, and reducing manual annotation costs by up to 50%. I am skilled in Python, PyTorch, TensorFlow, and have worked extensively with NLP datasets, text classification, and entity recognition tasks. My technical expertise spans scalable backend development, distributed data processing with Spark, and deploying ML services with FastAPI and Docker on AWS. I am passionate about improving data quality and model performance, and have contributed to high-impact projects such as automated fraud detection and LLM-based document analysis. I am eager to leverage my skills to enhance data-centric AI initiatives and deliver robust, production-ready solutions.

Labeling Experience

Education

Work History