Leinier Orama

Data / ML Engineer

// havana, cu · UTC-5

I'm an Independent ML Researcher currently focusing on the development of AGI

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profile sourced from GitHub

Scouting report

Fast-rising ML newcomer — 124 commits, zero abandonment

assessed from open-source footprint

Mid

69signal

Leinier is an emerging ML engineer who, despite a 3-month-old account, already shows 124 commits, perfect-streak consistency (98), and a 0.0 abandonment ratio — he finishes what he starts. His repos are substantive for a beginner: `arch_eval`, a model-architecture evaluation library, and a from-scratch HuggingFace-compatible PyTorch `transformer` (5★ each). Caveats are the short track record and small audience, but the intensity and ML depth make him a high-upside junior bet.

Authorship & open source

Primary authorwrote 91% of commits on arch_eval

13 merged PRs124 commits / yr28 private contributions / yr

What they build

Data / ML65%

Backend35%

Industry experience

Education & EdTech
Data, ML & AI
Developer Tools

Signal breakdown

Originality72

Impact69

Consistency98

Polish29

Stars

top repo 5

Original repos

13% forks

Followers

On GitHub

0.3 yr

Live demos

Activity

Active

0% stale

Strengths

Verified author — wrote 91% of commits on arch_eval
13 merged pull requests
Original builder — 7 of their own repositories
Consistently active, low abandonment
Data / ML focus with Backend
Domain experience in Education & EdTech & Data, ML & AI
Core stack: Python, Batchfile

About

I'm an Independent ML Researcher currently focusing on the development of AGI — 8 public repositories and 19 followers on GitHub.

Skills

Python
Artificial Intelligence
Batchfile
Ai
Evaluation
Neural Networks
Python Library
Training

Featured work

Arch Eval

arch_eval is a high-level library for efficient architecture evaluation of machine learning models. It provides a unified interface for training, ben…

Python
Ai
Artificial Intelligence
Evaluation
Neural Networks

by Leinier Orama

transformer

PyTorch implementation of the current SOTA Transformer. Configurable, efficient, and HuggingFace-compatible, serving as a baseline for research, benc…

Python
Artificial Intelligence
Machine Learning
Neural Network
Sota Model

by Leinier Orama

Riemann

Code for the riemann hypothesis

Code

by Leinier Orama

My Awsome Scripts

Personal Repo for my scripts

Python
Awsome List
Shell
Linux
Scripts

by Leinier Orama

Kcr Subsystem

A Linux kernel subsystem for transparent, memoization of deterministic computations.

Batchfile
Cpu
Cpu Scheduling
Kernel Development
Kernel Memory

by Leinier Orama