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Nahum Tsegaye

AI Developer / Project Lead (AI-Assisted Creator Selection System)

ETHIOPIA flag
Addis Ababa, Ethiopia
$20.00/hrEntry Level

Key Skills

Software

No software listed

Top Subject Matter

Content creator vetting
brand marketing
social media analysis

Top Data Types

TextText
ImageImage

Top Task Types

Classification
Fine Tuning

Freelancer Overview

AI Developer / Project Lead (AI-Assisted Creator Selection System). Brings 5+ 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, Addis Ababa Science and Technology University (2020). AI-training focus includes data types such as Text and labeling workflows including Classification and Fine-tuning.

Entry LevelAmharicEnglish

Labeling Experience

AI Developer / Project Lead (AI-Assisted Creator Selection System)

TextClassification
I developed and deployed an automated AI engine to match content creators and brands, requiring robust data pipeline design and AI evaluation. My role involved analyzing large volumes of creator profile text data using NLP techniques. I engineered, fine-tuned, and evaluated models for accurate creator classification and brand alignment. • Created natural language pipelines to process social media profiles. • Used NLP for entity extraction and sentiment classification. • Evaluated model performance and conducted model retraining as new data became available. • Improved overall system efficiency by reducing manual search efforts.

I developed and deployed an automated AI engine to match content creators and brands, requiring robust data pipeline design and AI evaluation. My role involved analyzing large volumes of creator profile text data using NLP techniques. I engineered, fine-tuned, and evaluated models for accurate creator classification and brand alignment. • Created natural language pipelines to process social media profiles. • Used NLP for entity extraction and sentiment classification. • Evaluated model performance and conducted model retraining as new data became available. • Improved overall system efficiency by reducing manual search efforts.

2024 - 2025

AI Engineer (Customer Support Chatbot NLP Project)

TextFine Tuning
I built and fine-tuned an AI chatbot to handle customer support inquiries using NLP models on customer dialogue texts. My responsibilities included intent classification, entity extraction, and integrating a transformer-based model for accurate conversation handling. I continuously logged, labeled, and reviewed user conversations for ongoing model improvement. • Developed chatbot pipeline for customer support with a focus on NLP tasks. • Labeled and classified real-world user intents and entities in text data. • Fine-tuned BERT/GPT models on curated conversation datasets. • Used internal APIs and monitoring tools for conversation logging.

I built and fine-tuned an AI chatbot to handle customer support inquiries using NLP models on customer dialogue texts. My responsibilities included intent classification, entity extraction, and integrating a transformer-based model for accurate conversation handling. I continuously logged, labeled, and reviewed user conversations for ongoing model improvement. • Developed chatbot pipeline for customer support with a focus on NLP tasks. • Labeled and classified real-world user intents and entities in text data. • Fine-tuned BERT/GPT models on curated conversation datasets. • Used internal APIs and monitoring tools for conversation logging.

2024 - 2024

Education

A

Addis Ababa Science and Technology University

Bachelor of Science, Electrical and Computer Engineering

Bachelor of Science
2020

Work History

Z

Zeter Advertising Solutions

Software/AI Engineer

Addis Ababa
2022 - Present