About Me
Hello! I'm Adi Saha, a passionate Machine Learning and Data Analyst with a background in cybersecurity, computer forensics, data analytics, and machine learning. Currently, I am the Vice President & Head of Graphic Design & Social Media for Chords & Co., the official Music club of MIT Manipal. I secured the 9th rank in the CISCO Forecast League Hackathon 2024 and have completed a specialization course in Digital Marketing with honors from the University of Illinois at Urbana-Champaign through Coursera.
Portfolio
- Project AUV (2021 - Present): Led a team to develop autonomous underwater vehicles (AUVs). Managed project planning, budgeting, and integration of AUV components.
- Anomaly Detection in Network Traffic: Developed a system to detect anomalies in network traffic using Python, Scikit-Learn, Isolation Forest, K-means, and SQL. Improved network security by identifying potential threats.
- Sales Forecasting: Built a predictive model for monthly sales using Python, ARIMA, LSTM, SQL, and Power BI. Improved inventory planning accuracy by 20%.
- Packet Sniffing Project: Developed a robust network packet sniffer using Python and Scapy to capture, analyze, and log network traffic.
- Customer Churn Prediction: Implemented a machine learning model to predict customer churn using Python, Scikit-Learn, Pandas, SQL, and Tableau. Reduced churn rate by 10%.
Contact
- Email: aditya.saha@gmail.com
- LinkedIn: linkedin.com/in/adisaha
- Location: Manipal, Karnataka, India