Database Management for Analytics
Database design for analytics on MySQL and MongoDB
Concept of a database model for medicine delivery using drones and autonomous vehicles. Includes UML and ERR diagrams, implementation in MySQL and MongoDB
Neural Networks and Deep learning Project
Semantic Segmentation of Thermal Images using U-Net algorithm (To be revised)
(To be revised) Achieved a binary cross-entropy loss of 0.118 against a benchmark of 0.0172, for segmentation of IR images collected from the university’s ADAS dataset trained on the UNet algorithm using Jupyter Notebook
Digital Product Development: OneSchool App
Building the concept for an app using Product development principles
Developed a prototype for a centralized educational platform with a potential market worth $40M, creating personas for three user segments, drafting PRD and MRD documents, and UI/UX mockups using Balsamiq
Data Mining Project
Binary Classification model using Logistic regression in R
Achieved 77.5% accuracy in the binary classification of fire incidents using Logistic regression trained on the Boston fire dataset
Project Management
What does an organization need to bring JARVIS into conception
Draf of project organization and implementation plan (IDEF0 Model, WBS, Gantt chart, PERT, RACI, and stakeholder matrix) for an AI/ML backed smart home assistant product development at a target budget of $2.0 Million
