Building AI products that solve real-world problems.

Software Engineering student focused on Full-Stack AI Engineering. I design and build AI-powered products, from research and intelligent systems to production-ready applications.

Abemelek Samson Abduke

Featured Projects

A selection of projects that reflect how I approach engineering, from AI research to building production-ready products that solve real-world problems.

Tablo Study screenshot
completedFounder · Full-Stack AI Engineer

Tablo Study

An AI-powered collaborative learning platform that combines voice, visual reasoning, and Socratic tutoring to help students learn through conversation instead of answers. Built as a full-stack, production-ready system with real-time AI interaction.

Next.jsFastAPILangGraphLiveKitPostgreSQL
Cross-Lingual Representation Analysis screenshot
researchAI Researcher

Cross-Lingual Representation Analysis

Investigated how multilingual transformer models represent meaning across languages by analyzing internal embeddings and representational similarity, with plans to extend the methodology to decoder-based language models.

PyTorchTransformersmBERTNumpyPandas
StepIn screenshot
in progressAI Product Engineer

StepIn

An AI-powered career exploration platform that helps students discover potential career paths through immersive experiences built from real professional journeys. The platform uses AI agents to transform professional reflections into interactive career worlds and generate personalized Career DNA insights for students.

Next.jsTypeScriptFastAPILangGraphGemini

From Problem to Product

A simple process I follow to turn ideas into real products.

1

Problem

Identify a meaningful problem.

2

Understand

Break it down to its core.

3

Research

Study existing solutions and trade-offs.

4

Design

Choose the right architecture.

5

Build

Prototype, test, and refine.

6

Deploy

Ship to real users.

7

Iterate

Learn, improve, and repeat.

Selected Experience

Key milestones that have shaped my journey in software engineering, AI, and product development.

2024 — Present

B.Sc. Software Engineering

Addis Ababa Science and Technology University

Education

Studying software engineering while building expertise in AI, full-stack development, and intelligent systems through research, independent projects, and product development.

2025 — Present

Founder & AI Engineer — Tablo Study

Independent AI Startup

Startup

Built an AI-powered collaborative learning platform designed around Socratic learning, combining real-time voice interaction, visual reasoning, and intelligent tutoring into a unified learning experience.

2025

NASA Space Apps Challenge

NASA

Competition

Developed an AI-powered exoplanet classification system using data-driven models to analyze astronomical observations from NASA's Kepler and TESS missions.

2025 — 2026

Power Learn Project

Power Learn Project

Program

Completed an intensive software engineering program covering Python, web development, databases, entrepreneurship, and building software solutions with AI.

2026

Neuromatch Deep Learning Program

Neuromatch Academy

Program

Completed advanced deep learning training and conducted research exploring how multilingual transformer models represent meaning across languages.

Skills & Technologies

The technologies and practices I use to design, build, and deploy AI-powered products.

Artificial Intelligence

LLMsGenerative AIAI AgentsRAGNLPPrompt EngineeringMultimodal AI

Deep Learning & ML

PyTorchTransformersNeural NetworksScikit-learnFine-tuningModel Evaluation

Software Engineering

TypeScriptPythonJavaScriptGitSystem DesignSoftware Architecture

Backend

FastAPINode.jsPostgreSQLRedisSQLAlchemyREST APIsVector Databases

Frontend

ReactNext.jsTailwind CSStldrawFramer MotionResponsive Design

Infrastructure

DockerGoogle CloudAWSLinuxCI/CDMonitoring

Product Engineering

Product ThinkingPrototypingUser ResearchRapid IterationAI Product Design

Building Together

I believe great products come from understanding problems deeply, combining different perspectives, and continuously improving through feedback. Whether working with a team, startup, or business, I focus on building practical solutions that create real value.

Beyond writing code, I focus on understanding the goal behind a product, choosing the right approach, and turning ideas into reliable systems that people can actually use.

Get in Touch

I'm always interested in conversations around AI products, engineering challenges, research, and opportunities to build meaningful technology. Feel free to reach out through email or connect with me on LinkedIn.