Advisor: Eric A. Walker (Research Assistant Professor, School of Engineering and Applied Sciences)
▪ The objective of the project is to solve CO Oxidation microkinetic model by Quantum Algorithm.
▪ This project will in the end help to solve system of linear equations through Quantum approach instead of traditional Gradient Descent Approach for faster computation.
▪ The following algorithms are used to solve the equations derived by microkinetic model:
1. Quantum Fourier Algorithm
2. Quantum Phase Estimation to derive eigen values of matrix
3. Harrow, Hassidim and Lloyd Algorithm to solve linear system of equations
▪ The project tries to implement 8 qubit system to solve three equations using Google Cirq Framework.
▪ Worked in Accenture Artificial Intelligence Capability as Virtual Agents (Chat-bot Developer) and Cognitive Services Developer.
▪ Worked for a Pharmaceutical Client (Pfizer) for Modelling of Conversation and FAQs and Productionizing as a Chatbot for their internal team which acts as a one stop solution for frequent queries for newly onboarded employees.
▪ Worked on various Virtual Agents (Conversational AI) Platform like Microsoft LUIS, QnAMaker, MS BotFramework, Kore.ai, IPSoft Amelia, RASA Platform (RASA NLU & RASA CORE) & Microsoft Cognitive Services (Speech to Text, Text to Speech).
▪ Implemented an End to End Chatbot in Hindi using RASA NLU as well as RASA Core and Fasttext Word Vectors.
▪ Defect Triage for a Virtual Agent (Conversational AI) Asset using Applause Crowd Testing Platform.
▪ Implemented NERs, Sentiment Analysis Model and Text Similarity model in Chatbot using RASA NLU Pipeline.