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lorainemg/README.md

Hey there

πŸ‘©β€πŸ’» About me:

I build scalable, user-friendly applications using Python, FastAPI, Vue, and SQL. With hands-on experience in both backend and frontend, I enjoy automating complex workflows with machine learning, enhancing system performance, and making data-driven products smoother and smarter.

πŸ’‘ I have experience optimizing performance, building real-time data solutions, and creating tools that make complex processes seamless. I’ve developed smart IoT platforms, internal dashboards, and machine learning tools across startups and academia, focusing on scalable, user-centric systems. Previously, I’ve built smart IoT platforms, internal dashboards, and machine learning tools across startups and academia. Whether it’s optimizing performance, deploying with Docker and GitHub Actions, or diving into data with TensorFlow or Scikit-learn, I enjoy making tech that works cleanly and efficiently.

πŸŽ“ Background in AI & NLP from the University of Havana, where I taught and mentored ML projects. πŸ“œ Certified Associate Data Scientist from DataCamp.

πŸ˜„ I enjoy πŸ’»coding, πŸ“šlearning and βš—οΈresearching.

πŸ“« Let's connect: LinkedIn Β· Portfolio Β· Email


πŸ› οΈ Languages and Tools :

PythonΒ  CSharpΒ  JavaScriptΒ  TypescriptΒ  HTML5Β  DockerΒ  VueΒ  SvelteΒ  TailwindΒ  PandasΒ  PostgreSQLΒ  MySQLΒ  MongoDBΒ  RedisΒ  SQLAlchemyΒ  PytestΒ  PlaywrightΒ  nodejsΒ  linuxΒ  JupyterΒ  FlaskΒ  FastapiΒ  DjangoΒ  DotNETΒ  AWSΒ  HerokuΒ  DigitalOceanΒ  bashΒ  AnacondaΒ 

πŸ”₯ My Stats:

GitHub Streak

Code Time

AI Code Time

🐱 My GitHub Data

πŸ“¦ 177.2 kB Used in GitHub's Storage

πŸ† 1,520 Contributions in the Year 2026

🚫 Not Opted to Hire

πŸ“œ 46 Public Repositories

πŸ”‘ 10 Private Repositories

I'm an Early 🐀

🌞 Morning                33755 commits       β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   25.51 % 
πŸŒ† Daytime                74946 commits       β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   56.65 % 
πŸŒƒ Evening                21617 commits       β–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   16.34 % 
πŸŒ™ Night                  1989 commits        β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   01.50 % 

πŸ“… I'm Most Productive on Monday

Monday                   24507 commits       β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   18.52 % 
Tuesday                  23441 commits       β–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   17.72 % 
Wednesday                22553 commits       β–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   17.05 % 
Thursday                 22657 commits       β–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   17.12 % 
Friday                   20830 commits       β–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   15.74 % 
Saturday                 8025 commits        β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   06.07 % 
Sunday                   10294 commits       β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   07.78 % 

πŸ“Š This Week I Spent My Time On

πŸ’¬ Programming Languages: 
Python                   10 hrs 22 mins      β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   31.04 % 
Markdown                 9 hrs 28 mins       β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   28.35 % 
Svelte                   4 hrs 59 mins       β–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   14.94 % 
TypeScript               2 hrs 29 mins       β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   07.46 % 
Other                    2 hrs 25 mins       β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   07.24 % 

πŸ€– AI Coding This Week

⏱ AI Coding Time: 31 hrs 16 mins (93.54%)

✍️ 8,976 lines written by AI, 859 lines written by hand (91.27% AI-written)

πŸ”€ 11,491,199 Input Tokens, 2,602,352 Output Tokens

πŸ’΅ $507.27 Estimated AI Cost This Week

🧠 64 AI Sessions, 389 AI Prompts

Opus                     5,513 lines         β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   60.64 % 
Fable                    3,579 lines         β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   39.36 % 
Sonnet                   0 lines             β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   00.00 % 

πŸ”Ž AI Coding Insights:
πŸ€– AI-Driven β€” 91.27% of written lines came from AI
πŸ“„ Detailed Prompter β€” average 1,474 characters per prompt
πŸ” Iterative Prompter β€” average 6 prompts per session
πŸš€ High AI Trust β€” 8.67% of changed lines were hand-edited

I Mostly Code in Python

C#                       3 repos             β–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   04.69 % 
Shell                    3 repos             β–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   04.69 % 
HTML                     2 repos             β–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   03.12 % 
QML                      1 repo              β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   01.56 % 
C++                      1 repo              β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   01.56 % 

Last Updated on 03/09/2026 12:24:45 UTC

πŸ’» Check Out My Repos ⬇️

Pinned Loading

  1. traktv-tg-bot traktv-tg-bot Public

    Telegram bot written in Go that monitors Trakt.tv for new episodes, sends notifications with streaming links and watch tracking to group chats, using a channel-based worker pattern and PostgreSQL s…

    Go 1

  2. cool-compiler-2020 cool-compiler-2020 Public

    Forked from matcom/cool-compiler-2020

    Proyecto base para el compilador de 4to aΓ±o en Ciencia de la ComputaciΓ³n.

    Python 2

  3. information-retrieval-system information-retrieval-system Public

    Implementation of an Information Retrieval System based on the Vector Information Retrieval Model.

    Python 5

  4. eHealthKD-competition eHealthKD-competition Public

    UH-MMM submission for the eHealth-KD Challange.

    Python 2

  5. Household-Analysis Household-Analysis Public

    Statistics project on the analysis of the household dataset.

    R 1

  6. EEstevanell/LawAnalyzer EEstevanell/LawAnalyzer Public

    Python 2