Open to opportunities

Biruk Temesgen

@biruktemesgen

Message

Full-stack software engineer focused on production AI systems and security.

Ethiopia

Message

What I'm looking for

I’m looking for a role where I can build production-grade AI with security impact, contribute full-stack value, and help automate DevOps workflows—on teams that value ownership, resilience, and scalable application delivery.

I’m a top-ranked Software Engineering graduate with a 3.97GPA and hands-on experience building and deploying production-grade AI systems. I’ve focused my work on practical AI integration—especially where it supports security and reliable, scalable applications.

In a prestigious internship at the Information Network Security Administration (INSA), I was nationally selected as one of only 5 students across Ethiopia. There, I engineered a Retrieval-Augmented Generation system for sensitive domain knowledge and built the end-to-end retrieval pipeline from data ingestion to response generation.

I also contribute to threat-focused AI by helping develop an anomaly detection system to monitor employee browsing patterns and identify security risks. My approach combines custom pre-processing of large legal document datasets with production-minded model workflows, using tools like TensorFlow, Hugging Face Transformers, and a Chroma vector database.

On the software side, I’m a proven full-stack developer with NestJS, MERN, and Next.js expertise. From React/Node.js delivery under challenging conditions to improving user experience by 10% and boosting engineering efficiency by 25%, I bring ownership, resilience, and clear execution to every project.

Experience

Work history, roles, and key accomplishments

Current

Full Stack Developer Internship

Current

SkillBridge Institute of Technology

May 2026 - Present (2 months)

Demonstrated ownership by completing a full application despite team transitions while balancing development with university exit exams. Built the application using React and Node.js to deliver a functional, responsive solution.

React Node

Full-stack Developer

Bebe Technologies PLC

Aug 2025 - Dec 2025 (4 months)

Developed and maintained full-stack applications using NestJS and React/Next.js while implementing security measures and performance optimizations. Streamlined project workflows and team processes to improve efficiency and support on-time delivery.

NestJS React Next.js Databases Security Performance Optimization

Data Scientist & AI Engineer Intern

INSA

Mar 2025 - Jul 2025 (4 months)

Analyzed and pre-processed 500MB of sensitive legal documents for efficient cleaning, chunking, and embedding preparation. Engineered an end-to-end retrieval pipeline for response generation using TensorFlow and Hugging Face Transformers, and contributed to an anomaly detection system for browsing-pattern monitoring.

TensorFlow Hugging Face Transformers ChromaDB (Vector Database)Retrieval Augmented Generation (RAG)Anomaly Detection Embeddings

Education

Degrees, certifications, and relevant coursework

Bahir Dar Institute of Technology

Bachelor of Science, Software Engineering

2022 - 2026

Grade: GPA: 3.97 / 4.00

Activities and societies: Participated in career development clubs and secured multiple internship opportunities.

Earned a Bachelor of Science in Software Engineering (GPA 3.97/4.00), ranked 1st in the Department of Software Engineering and the Faculty of Computing. Completed advanced coursework including Data Structures, Computer Security, Advanced Java Programming, Networking, and Computer Architecture, and participated in career development clubs to secure internship opportunities.