Rjmax ruby
@rjmaxruby
AI/ML Engineer building production AI systems, including FlavorGen AI’s RAG recipe retrieval pipeline and reinforcement-learning feedback loop.
PakistanWhat I'm looking for
I co-developed FlavorGen AI, an award-winning generative recipe system that turns natural-language flavor descriptions into ingredient-grounded recipes. I owned its retrieval pipeline, using FAISS indices and bucket-indexed fuzzy matching, and built a feedback system with a Ridge Regression reward model.
I also developed a multi-task Graph Attention Network to predict toxicity across 12 biological targets, with per-atom explainability. At Trust Nexus, I implemented and shipped REST APIs and deployed backend services on Oracle Cloud; I'm seeking AI/ML Engineer roles applying machine learning and production engineering to real-world problems.
Experience
Work history, roles, and key accomplishments
Backend Developer & DevOps Intern
Trust Nexus
Apr 2025 - Aug 2025 (4 months)
Implemented and shipped RESTful APIs using Node.js and Express for production systems. Deployed and maintained backend services on an Oracle Cloud VM, handling configuration and uptime.
Education
Degrees, certifications, and relevant coursework
Bahria University Karachi
Bachelor of Science, Computer Science
2022 -
Grade: 3.81 CGPA
Pursuing a Bachelor of Science in Computer Science with a CGPA of 3.81. Expected to graduate in 2026.
Tech stack
Software and tools used professionally
Availability
Location
PakistanAuthorized to work in
Portfolio
github.com/Rjmaxruby/FlavorGenSalary expectations
Job categories
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