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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“¦ 177.4 kB Used in GitHub's Storage

πŸ† 1,568 Contributions in the Year 2026

🚫 Not Opted to Hire

πŸ“œ 46 Public Repositories

πŸ”‘ 10 Private Repositories

I'm an Early 🐀

🌞 Morning                33955 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–‘   25.20 % 
πŸŒ† Daytime                75780 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–‘   56.23 % 
πŸŒƒ Evening                22960 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–‘   17.04 % 
πŸŒ™ Night                  2063 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–‘   01.53 % 

πŸ“… I'm Most Productive on Monday

Monday                   24730 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–‘   18.35 % 
Tuesday                  23744 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–‘   17.62 % 
Wednesday                22807 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–‘   16.92 % 
Thursday                 23152 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–‘   17.18 % 
Friday                   20998 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–‘   15.58 % 
Saturday                 8322 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–‘   06.18 % 
Sunday                   11005 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–‘   08.17 % 

πŸ“Š This Week I Spent My Time On

πŸ’¬ Programming Languages: 
Python                   15 hrs 26 mins      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–‘   41.16 % 
Markdown                 7 hrs 30 mins       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–‘   20.04 % 
YAML                     4 hrs               β–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   10.68 % 
Svelte                   2 hrs 36 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–‘   06.96 % 
Other                    1 hr 18 mins        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–‘   03.51 % 

πŸ€– AI Coding This Week

⏱ AI Coding Time: 36 hrs 4 mins (96.23%)

✍️ 8,604 lines written by AI, 44 lines written by hand (99.49% AI-written)

πŸ”€ 15,976,833 Input Tokens, 3,097,406 Output Tokens

πŸ’΅ $479.88 Estimated AI Cost This Week

🧠 160 AI Sessions, 619 AI Prompts

Opus                     6,229 lines         β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘   71.35 % 
Fable                    2,364 lines         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–‘   27.08 % 
Sonnet                   137 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–‘   01.57 % 
Haiku                    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€” 99.49% of written lines came from AI
πŸ“š Verbose Prompter β€” average 4,469 characters per prompt
πŸ” Iterative Prompter β€” average 4 prompts per session
πŸš€ High AI Trust β€” 0.66% 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 09/09/2026 12:46:41 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