Skip to content
View SofiaTejada-ai's full-sized avatar
1 follower · 0 following

Block or report SofiaTejada-ai

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
SofiaTejada-ai/README.md

Hi, I’m Sofia

I build practical AI/ML projects with a focus on cybersecurity, trustworthy systems, and applied data science.

Currently building

  • ScholarViz: citation-backed learning with diagrams and interactive security labs
  • ML projects: instance segmentation for autonomous driving, supervised modeling work

Featured projects

  • ScholarVizCybersecurity: trustworthy Retrieval-Augmented Generation and learning workflows
  • Radius_Star_Research: neutron star modeling and visualization tool
  • Wildfire Guard: NASA FIRMS VIIRS ingest and Fire Radiative Power modeling and mapping
  • Datathon-2025-v2: loan disbursement prediction (award-winning supervised model)

Tech

Python, PyTorch, scikit-learn, XGBoost, FastAPI, SQL, Git, Docker basics

Links

Pinned Loading

  1. Datathon01 Datathon01 Public

    Our team built a supervised learning model to predict average loan distribution using XGBoost with Randomized Search for optimization. With strong feature engineering and model tuning, we achieved …

    Jupyter Notebook 1

  2. wildfire-guard wildfire-guard Public

    Personal model that predict next‑week wildfire risk in California census tracts and serve an interactive dashboard for city planners.

    Jupyter Notebook 1

  3. LatitudeAI_Instance_Segmentation LatitudeAI_Instance_Segmentation Public

    Developed an instance segmentation pipeline using Mask R-CNN to identify and outline objects (cars, bicycles, pedestrians) in autonomous driving scenes.

    Jupyter Notebook 1

  4. tabular-ml-mlflow-fastapi tabular-ml-mlflow-fastapi Public

    End-to-end tabular ML demo: LightGBM and Optuna tuning and MLflow tracking and SHAP explainability, served via FastAPI (with Streamlit UI).

    Python

  5. MovieGoer MovieGoer Public

    Movie recommendation system

    Python 1

  6. ChessMatch ChessMatch Public

    Players play chess against each other

    C#