Skip to content
View ImdataScientistSachin's full-sized avatar

Block or report ImdataScientistSachin

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 supported. This note will be visible to only you.
Report abuse

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

Report abuse

Hi, I'm Sachin Paunikar

Data Scientist | ML Fairness & Responsible AI Engineer
Nagpur, India • Open to remote roles & collaborations

Open to opportunities & collaborations — feel free to reach out!

Personal Tagline
Empowering ethical AI through transparent, intersectional fairness monitoring, real-time bias detection, and explainable AI (XAI).

About Me
I am passionate about building production-grade fairness monitoring tools that make AI responsible, inclusive, and compliant with global standards like the EU AI Act and EEOC. With expertise in bias detection, drift monitoring, intersectional fairness, and MLOps, I design transparent ML workflows that engage both technical and non-technical audiences through clear storytelling, reproducible projects, and interactive dashboards.


Tech Stack & Skills

  • Languages
    Python
    R
    SQL

  • Frameworks & Libraries
    scikit-learn
    TensorFlow
    PyTorch
    SHAP
    Plotly
    Streamlit

  • Tools & Platforms
    Git
    Docker
    Linux
    W&B • TensorBoard • API development

  • Specialties

    • Bias Detection
    • Drift Monitoring
    • Intersectional Fairness
    • Explainable AI (XAI)
    • Model Deployment
    • Workflow Transparency
    • MLOps

Featured Project – Live Demo
Bias & Drift Detector

Bias & Drift Detector – Real-time fairness dashboard

  • Intersectional analysis (e.g., Female + Age 50+ disparity)
  • Interactive drift simulation + confusion matrix
  • SHAP explanations + counterfactuals
  • Hybrid API / offline demo mode (works without internet)

Bias & Drift Detector Dashboard Preview

Click image to open live demo • Full dashboard with drift simulation, fairness metrics, and model insights


GitHub Stats
Sachin Paunikar's GitHub Stats
Top Languages


Achievements & Highlights

  • 5+ repositories focused on ethical ML and dashboarding
  • Growing stars on Bias & Drift Detector
  • 50+ commits in the last month
  • Daily GitHub streak (building consistency!)
  • Designed interactive tutorials with side-by-side visualizations
  • Built compact dashboards that reveal preprocessing impact at a glance

Connect with Me
LinkedIn
Email

Currently building production-grade fairness monitoring tools.
Let's make AI responsible together!


GitHub Streak
Made with passion using GitHub • Active since 2025

Pinned Loading

  1. Bias-Drift-Detector Bias-Drift-Detector Public

    Python

  2. ImdataScientistSachin ImdataScientistSachin Public

  3. transcript_To_Ad_Generation- transcript_To_Ad_Generation- Public

    Python

  4. Urban-Sound_Classifier-Project Urban-Sound_Classifier-Project Public

    Python

  5. Ratina-Face Ratina-Face Public

    Jupyter Notebook

  6. UNet_Segmentation- UNet_Segmentation- Public template

    Python