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jimixoso/README.md

πŸ‘‹ Hi, I'm Jimi Oso

πŸŽ“ Rising Senior @ MIT
πŸ“š Major: Electrical Engineering & Computer Science (EECS)
πŸ“ˆ Minor: Economics
🌍 From: Nigeria πŸ‡³πŸ‡¬ | Based in: Cambridge, MA


πŸ’‘ About Me

I'm a software engineer and researcher building at the intersection of ML infrastructure, retrieval/evaluation systems, and distributed backend systems. I like turning fuzzy, hard-to-measure problems β€” is this search result actually good? is this embedding model actually better? β€” into concrete, testable pipelines.

Currently, I'm a Machine Learning Engineering Intern at Expedia Group, where I built Cross-EG Bench, an internal embedding-model evaluation framework used across Expedia's lines of business for reproducible retrieval benchmarking. I'm also an Undergraduate Researcher at the MIT Media Lab / Latent Lab, prototyping AI-native file-system concepts and building an LLM-judge evaluation pipeline for retrieval tasks.

Previously, I built a hosting-recommendation platform used by 20+ Massachusetts state agencies as a Software Engineering Intern at EOTSS, and was a Software Engineering Fellow at Jane Street's IN FOCUS Fellowship.


πŸ› οΈ Tech Stack

Languages
Python Go C/C++ TypeScript JavaScript Java SQL R MATLAB RISC-V Assembly

Frameworks & Tools
FastAPI Docker Kubernetes Google Cloud Platform AWS React Next.js Git WebSockets

Libraries
NumPy pandas TensorFlow PyTorch LangChain scikit-learn Plotly Matplotlib Seaborn

Databases
PostgreSQL Redis MongoDB Firebase


🌐 Projects Highlight

  • TrueSplit – Group expense-splitting engine on a double-entry ledger with idempotent Go APIs; Redis + PostgreSQL enforce exactly-once effects under concurrent duplicate requests; Next.js dashboard with live balance updates over Server-Sent Events
  • SentinelStream – Real-time fraud detection pipeline in Go using Redis Streams consumer groups and five explainable rule-based signals, including GeoHash-based impossible-travel detection
  • Cross-EG Bench (Expedia Group) – Internal embedding-model evaluation framework enabling reproducible retrieval benchmarking on LLM-judged and human-annotated datasets

πŸ“ˆ Goals

  • Go deeper into ML infrastructure, retrieval/evaluation systems, and distributed backend systems
  • Build tools that make it easy to measure whether AI systems are actually working, not just whether they run
  • Grow a network of curious builders, researchers, and technologists

πŸ“« Let's Connect


"Code should be as elegant as the ideas behind it."

Pinned Loading

  1. truesplit truesplit Public

    Group expense splitting on a real double-entry ledger with idempotent APIs

    TypeScript

  2. sentinelstream sentinelstream Public

    Real-time, explainable fraud detection pipeline: Redis Streams ingestion, Go rule-based scorer with GeoHash impossible-travel check, WebGL dashboard.

    Go