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📚 Documenting my 3MTT Cohort 3 Cybersecurity Fellowship journey — from Linux/networking fundamentals through attacks, defense, and frameworks — plus personal MITM research. Not a polished course, just real working notes.
AI-powered system to detect and flag suspicious financial transactions in real time using Python, Excel, and SQL Server. Includes automated form validation, unsupervised anomaly detection (Isolation Forest), and live dashboard integration.
This Project is for a 3MTT NextGen Cohort Mini Project on AI/ML. This project involves using Simple Linear Regression to make marketing ROI analysis. This project helps you understand how data science translates raw data into actionable marketing insights.
An AI-powered Smart Water Quality Monitoring System developed to support SDG 6 through real-time water quality monitoring, digital reporting, data visualization, and intelligent decision-making for sustainable water resource management.
This project analyzes a marketing dataset using Python and statsmodels. This is used to build a Multiple Linear Regression model that best predict number of sales given two indeppendent variables.
Complete portfolio documenting my progress through the MIT Open Learning "Universal AI" curriculum under 3MTT. Includes notes & Python implementations across Machine Learning, Deep Learning, LLM Agents, Prescriptive AI, and Ethical AI.