GenAI Cybersecurity Products at Cisco

Siddhant Dash  • Peerlist

•	Implemented XGBoost and Gradient Boosting using Python and Sk. Learn to predict customer’s loan preferences at an accuracy of 99.5%

Ensemble Machine Learning Model on Big Red Bank Dataset

•	Analyzed Walmart dataset consisting of 6000+ tuples using Python 3.6 on the Jupyter notebook system.
•	Implemented linear regression, logistic regression, and decision trees to classify the data for expected growth in sales.


Machine Learning Model Based Data Analysis on Walmart Sales 

•	Spearheaded the development of a secure algorithm for the Internet of Things (IoT) devices, in collaboration with a research group of 5 members, to detect malware that led to energy reduction of 78%, using Python 
•	Achieved a latency reduction of 25% as compared to the existing state of art algorithms thereby increasing its efficiency
•	Contributed to 2 research papers and a pending patent titled “PAtt - Light-Weight and Passive Attestation for IoT”


PAtt - Light-Weight and Passive Attestation for IoT - Nation

•	Developed a blockchain-based securities (bonds) platform on IBM Hyperledger Fabric and studied the working with a focus on data integrity and data provenance in a blockchain

Blockchain and its applications in transforming business ent

Researched on techniques involved in reduction of coupling and energy loss between transmitting and receiving antennae using MATLAB.

Mutual Coupling Reduction Between Transmitting And Receiving

•	Conceptualized and developed a smoke and gas detection system for Industrial and Domestic applications.
•	It was capable of detection inflammable gases like Hydrogen, Butane, Propane as well as smoke.


Industrial Smoke and Gas Leakage Detection System using Ardu

Designed a prototype of Smart Energy Meter which sent real time meter readings to user’s mobile phone using SMS service.