KETO ETEFA GEMECHU
AI Product Engineer
Current Role: R&D Specialist at The Bot Company
Pomona College | Bachelor of Arts in Computer Science | May 2025
Featured Engineering Work
Production systems across AI, robotics, blockchain, and full-stack development
R&D Specialist
The Bot Company
San Francisco, CA
2025 – Present
Test and validate ML-driven robotic hardware–software systems to support product development. Generate high-quality datasets, follow structured QA workflows, and collaborate closely with ML engineers to provide actionable product feedback.
Key Impact
- •Executed structured validation sessions on robotic systems to generate labeled datasets for model training and evaluation
- •Identified system edge cases and performance inconsistencies during extended test runs
- •Collaborated with ML engineers to provide detailed behavioral feedback for model refinement
- •Followed SOP-driven QA processes to ensure data consistency and reproducibility
Software Developer — Blockchain & Product Engineering
Somuleco
Los Angeles, CA
Aug 2024 – Present
Designed and deployed a high-performance blockchain desktop client in Rust and C++, enabling secure decentralized peer-to-peer transactions. Owned architecture decisions across networking, concurrency, and distributed systems to ensure resilience and scalability in multi-node environments.
Key Impact
- •Achieved 99.7% uptime across 50+ active early adopters through fault-tolerant system design
- •Implemented asynchronous, event-driven networking layers using Tokio and Boost.Asio
- •Optimized node synchronization and transaction propagation to reduce latency across distributed peers
- •Converted protocol-level engineering insights into actionable product decisions using RICE prioritization
- •Influenced next-phase MVP roadmap through structured stakeholder communication and technical benchmarking
Product Development Intern — Backend & Systems
Sematha Technologies
Remote
May 2024 – Apr 2025
Contributed to backend architecture and production deployments across two client-facing products: a healthcare data platform and an e-commerce transaction system. Operated across API design, validation logic, infrastructure automation, and product iteration in an early-stage engineering environment.
Key Impact
- •Engineered Python/Flask backend services to process structured patient and compliance-related records, reducing client-reported data inconsistencies by 35%
- •Implemented strict schema validation and audit logging layers to ensure regulatory-grade data integrity
- •Built and maintained order-processing APIs handling transaction state, inventory updates, and payment reconciliation logic
- •Optimized checkout and workflow latency through backend refactoring and frontend flow redesign (React), improving task completion speed by 20%
- •Built CI/CD pipelines to automate testing and deployment of backend services, reducing release friction and enabling consistent bi-weekly rollouts
S E L E C T E D M O M E N T S
First Day as an AI Engineer
Thesis Talk
Intern - Silicon Valley
Networked a Multimillionaire
TechCrunch SF 2023
Talking AI @ Headstarter
About
I'm an AI Product Engineer building production-grade systems where machine learning meets real-world execution. I operate at the intersection of AI, backend infrastructure, and product thinking, delivering scalable solutions across robotics, blockchain, healthcare, and education.
Beyond engineering, I share what I build and learn through writing and content creation. I believe strong engineering is not just about shipping code. It is about building products that meaningfully improve people's lives.
Early Life
I was born and raised in Gambella, Ethiopia, a historically under-resourced region near the South Sudan border. Access to opportunity was limited, but my curiosity was not.
Through determination, relentless curiosity, and the leverage of technology, I became the first person in my family to attend college and the first from my region to study abroad, earning a full scholarship to Pomona College in Claremont, California. That journey reshaped how I see the world.
Growing up where opportunity was scarce taught me something fundamental: technology is a powerful equalizer. A laptop, an internet connection, and the right tools can collapse geography, expand access, and create paths that once felt unreachable. That belief drives my work today.
“Failing to prepare is preparing to fail”
How I Operate as an Engineer
Systems-Oriented AI Builder
Turn complex ideas into production systems
I build AI-driven products that move from concept to deployment. From ML-powered robotics validation to distributed blockchain clients and backend healthcare systems, I focus on performance, reliability, and measurable outcomes. I think in systems, not just features, ensuring architecture decisions support long-term scale.
Opportunity-Driven Technologist
Build technology that expands access
Growing up in an under-resourced region shaped how I build. I see technology as leverage. Whether developing AI tools for college access or designing backend systems that reduce operational friction, I prioritize products that create opportunity and solve real-world problems.
Engineer Who Builds in Public
Communicate ideas, not just code
I believe engineering excellence compounds when shared. Through writing, LinkedIn posts, and content creation, I break down technical trade-offs, system design decisions, and lessons learned while building. My goal is to make complex engineering ideas accessible and actionable for others.
“You give 3x of what you receive”
Projects & Initiatives
Products and systems built to create opportunity and solve real-world problems
ClaRentMont
Building Infrastructure for Student Housing in Claremont
ClaRentMont began as a response to a fragmented housing search experience across the Claremont Colleges. Students relied on scattered Facebook groups and word-of-mouth to find off-campus housing. I defined the MVP, validated market demand through structured interviews, and onboarded the first 20 users organically. By centralizing listings and improving discovery workflows, the platform increased housing search efficiency by 40% compared to existing informal channels.
- •Defined MVP and validated market demand through structured interviews
- •Onboarded 20 initial users organically
- •Increased housing search efficiency by 40%
- •Designed to scale to 6,000+ students
College Application Support App
AI Tools for Underserved Students
I built the College Application Support App to help first-generation and underrepresented students navigate the U.S. admissions process using AI. The platform analyzes essays using GPT-3.5 and vector databases, processing 500+ essays to improve recommendation precision and raise essay quality scores by 25% in early trial rounds.
- •Processed 500+ essays using GPT-3.5 and vector databases
- •Raised essay quality scores by 25%
- •Worked directly with 20+ underserved students
- •Co-designed features through interviews and feedback loops
AutoPost Agent
Autonomous AI for Content Leverage
At the Delve Hackathon, I built AutoPost Agent, an autonomous system that ingests YouTube videos and generates optimized clips and multi-platform posts in real time. The agent reduced content repurposing time from six hours to under five minutes, demonstrating end-to-end automation under live demo conditions.
- •Reduced content repurposing from 6 hours to 5 minutes
- •Built and launched within 30 hours
- •Integrated A/B testing workflows
- •Doubled engagement across TikTok, LinkedIn, and X
Pai-Claremont
Research Platform for Clean Data Capture
At Pai-Claremont, I led product design and development of a research platform built with Flutter and Firebase for University of Miami partners. By redesigning data transmission workflows and integrating secure real-time storage through Firestore, the platform improved transmission efficiency by 50%.
- •Improved data transmission efficiency by 50%
- •Reduced researcher error reports from ~15 to under 5 per study
- •Reduced load times by 2 seconds on average
- •Built with Flutter and Firebase/Firestore
Association of Ethiopian FLI Students Abroad
Expanding Global Access to Education
I founded and scaled a mentorship and SAT preparation initiative supporting underserved Ethiopian students pursuing international education. Through personalized coaching, I guided 20+ students to secure international university admissions and raised $5,000 to support financially struggling university students in Ethiopia.
- •Guided 20+ students to international admissions
- •Raised $5,000 for students in need
- •Built mentorship and SAT prep programs
- •Expanded access to higher education pathways
Let's Work Together
Building something at the intersection of AI & product? Let's talk.