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SenseiPrism

AI / ML / CASE STUDY

Useful intelligence. Even without a connection.

The problem

I needed text and audio classification on local hardware without cloud calls.

The approach

Designed a fully offline platform using TF-IDF with Logistic Regression and Random Forest classifiers to return behavioral insights.

How the system connects

  1. 01Text & audio input
  2. 02Local feature processing
  3. 03Classification
  4. 04Behavioral insights

Technology

Pythonscikit-learnTF-IDFLogistic RegressionRandom ForestSentiment Analysis

Outcome & next steps

An offline AI platform running on my hardware with no cloud calls.

Link Will be live soon

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