Haider Khalid Email and Phone Number

 Teaching to Higher Diploma Students (NFQ Level 8).  Conducting hybrid lectures to deliver knowledge to enhance student learning.  Duties include module development, preparing lectures content, grading student assignment etc.  In addition, designing and conducting programming labs.

I am working on topic detection and topic modelling on human conversational dialogue system with Parallel Latent Dirichlet Allocation (PLDA) Model by clustering a vocabulary of known similar words based on TF-IDF scores and Bag of Words (BOW) technique.This research aims to develop a new approach by developing enhancements and novel integrations based on existing methods. The overall objective of this research is to enable the dialogue manager to improve the topic management to personalize the topics of inter-action between human-agent conversational system. This research first builds a baseline system of topic detection using existing techniques to perform analysis of its performance and develop a new integration of a proposed approach for a comparative evaluation. After detecting the topics from unsupervised dialogue corpus, the research focuses on context-aware topic classification methods for identifying topics with the context of the conversation from dialogue utterances. When all the topics are associate wit the contextual information, then the dialogue manager is responsible for topic spotting and select an appropriate topic relevant to the user query from "N" different number of topics

Helping undergrad students with their C & Java programming assignments, micro processing with assembly language.

Worked machine learning models for data analytics with regression, clustering, word embeddings, text classification data mining, neural networks, support vector machine (SVM), natural language processing.

Helping undergrad students with their programming assignments and their term projects. Mostly involved Java programming and software engineering concepts.

Associate Software Engineer, worked as backend Java developer on mvc frameworks, Java servelts.