Dmitri M.

Key Skills

Software

Anno-Mage

Appen

Axiom AI

Clickworker

Diffgram

Deep Systems

Datature

SuperAnnotate

Snorkel AI

Toloka

Tagtog

Top Subject Matter

Finance

Health

E-commerce

Top Data Types

Video

Image

Document

Top Task Types

Classification

Polygon

Bounding Box

Entity (NER) Classification

Segmentation

Point/Key Point

Cuboid

Polyline

Text Generation

Object Detection

Question Answering

Text Summarization

Fine-tuning

Red Teaming

Freelancer Overview

Software Engineer (Data Tools). Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Master of Science, Georgia Institute of Technology (2017) and Bachelor of Science, University of Illinois Urbana-Champaign (2015). AI-training focus includes data types such as Text and labeling workflows including Classification.

Labeling Experience

Software Engineer (Data Tools)

TextClassification

Created internal data collection utilities and ETL scripts in Python to improve ingestion reliability and reduce manual fixes. Built modular parsers to support varied HTML formats and archived pages, increasing extraction coverage across legacy sources. Added structured logging and error classification to accelerate debugging and collaboration with analysts on schemas and acceptance criteria. • Improved ingestion reliability and reduced manual fixes by 20% using Python ETL utilities • Increased extraction coverage by 30% by handling varied HTML formats and archived pages • Reduced mean time to recovery (MTTR) by 35% with logging and error classification • Partnered with analysts to define schemas and acceptance criteria, lowering clarification cycles

2017 - 2019

Education

Work History