zeenatali5710
SE with 5.5 years professional experience in full stack web development. Masters Graduate @zali2-ta
@UMBC @zali2-taUnited States
Pinned Repositories
centralized-multiuser-concurrent-Bank-Manager
Bank Server-Client system where server program services online requests for account manipulations and maintains customer records and clients use its services to update bank accounts. The operations that can be performed on an account are: withdrawal of an amount from an account and deposit of an amount into an account. Additionally, the bank server can have it's own service that periodically deposits an interest amount to each account based on some fixed rate.
Convolutional-LSTM-network-for-Inferring-PBLH
Introduced an algorithm using CNN (LSTM) Network to augment existing methods for calculating and estimating Planetary Boundary Layer Height. Described preliminary results for an experiment using 20 geographical locations for a two-month period of hourly WRF-CHEM calculated PBLH which achieved an RMSE of 0.11, implemented using python, keras, tensorflow, sklearn.
Digit-classification-problem-using-Perceptron-Algorithm
The digit classification problem implemented using python. The classifier is defined using perceptron algorithm.
Environment-sustainability-Pollution-Prognosis
Visualization created to show increase and decrease in air pollution at various parts of the US. Developed Machine Learning model to predict future pollution pattern based on historical data.
n-node-distributed-system
n-node distributed system that provides a causally ordered multicasting service and a distributed locking scheme. Berkeley algorithm is used to synchronize clocks.
Sapiens-Trick-Taking-Game-AI-Agent
Artificial Intelligent approach used to develop an agent which plays the simple trick taking game using Reinforcement learning.
Shopping-cart-Order-counter-component
A utility that keeps track of qty per product and total no. of items ordered for user friendly order placement experience, developed in React (ES6).
Template-Matching
Created algorithm in C to detect and highlight best image match with template (2 px accuracy) using pixelwise brute force. The algorithm is optimized by 16x to take less than 5 seconds per image-template pair on i7 processor by down-sampling.
Water-jug-problem
A variation on the classic water jugs problem implemented using AI approach - heuristic and search algorithms like BFS, DFS, A-star programmed in python.
Wumpus
A Python 3.4 implementation of the classic game, Hunt the Wumpus where we tromp around through a cave of 20 rooms trying to hunt down a fictional creature called the Wumpus while avoiding hazards. Implemented using aima3, fol, querying the KB.
zeenatali5710's Repositories
zeenatali5710/Environment-sustainability-Pollution-Prognosis
Visualization created to show increase and decrease in air pollution at various parts of the US. Developed Machine Learning model to predict future pollution pattern based on historical data.
zeenatali5710/Wumpus
A Python 3.4 implementation of the classic game, Hunt the Wumpus where we tromp around through a cave of 20 rooms trying to hunt down a fictional creature called the Wumpus while avoiding hazards. Implemented using aima3, fol, querying the KB.
zeenatali5710/Convolutional-LSTM-network-for-Inferring-PBLH
Introduced an algorithm using CNN (LSTM) Network to augment existing methods for calculating and estimating Planetary Boundary Layer Height. Described preliminary results for an experiment using 20 geographical locations for a two-month period of hourly WRF-CHEM calculated PBLH which achieved an RMSE of 0.11, implemented using python, keras, tensorflow, sklearn.
zeenatali5710/Water-jug-problem
A variation on the classic water jugs problem implemented using AI approach - heuristic and search algorithms like BFS, DFS, A-star programmed in python.
zeenatali5710/centralized-multiuser-concurrent-Bank-Manager
Bank Server-Client system where server program services online requests for account manipulations and maintains customer records and clients use its services to update bank accounts. The operations that can be performed on an account are: withdrawal of an amount from an account and deposit of an amount into an account. Additionally, the bank server can have it's own service that periodically deposits an interest amount to each account based on some fixed rate.
zeenatali5710/Digit-classification-problem-using-Perceptron-Algorithm
The digit classification problem implemented using python. The classifier is defined using perceptron algorithm.
zeenatali5710/java-oops-basics
Implementation of basic concepts of object oriented programming and SOLID principles in JAVA
zeenatali5710/Multiclass-Neural-network
multiclass neural network, trained on MNIST data, to evaluate various neural configurations for performance
zeenatali5710/n-node-distributed-system
n-node distributed system that provides a causally ordered multicasting service and a distributed locking scheme. Berkeley algorithm is used to synchronize clocks.
zeenatali5710/Sapiens-Trick-Taking-Game-AI-Agent
Artificial Intelligent approach used to develop an agent which plays the simple trick taking game using Reinforcement learning.
zeenatali5710/Shopping-cart-Order-counter-component
A utility that keeps track of qty per product and total no. of items ordered for user friendly order placement experience, developed in React (ES6).
zeenatali5710/Student-Survey
A web site to provide information about the Computer Science (CS) department including a Survey Form using XHTML/HTML5 and Cascading Style Sheet (embedded and external).
zeenatali5710/Tic-tac-toe
Implementation of tic-tac-toe problem using minimax
zeenatali5710/Vidly-MovieApp
A UI component developed in React to display movies from noSQL where a user can mark favourite, delete, paginate the movie item
zeenatali5710/XML-Load-Balancer
Created a portable standalone executable to automate load balancing of capacitors in XML file developed in python using Element Tree
zeenatali5710/Template-Matching
Created algorithm in C to detect and highlight best image match with template (2 px accuracy) using pixelwise brute force. The algorithm is optimized by 16x to take less than 5 seconds per image-template pair on i7 processor by down-sampling.
zeenatali5710/C-Basics
Basic concepts of C
zeenatali5710/Random-Forest-Regression-Model
random forest regression model to predict customer prospects based on historical residential data.