Hamza Siddiqui
Learner
(1)
31
Portals

Skills

Algorithms 2 Artificial intelligence 2 Predictive analytics 2 Research 2

Achievements

Latest feedback

Recent projects

Edtech International Education Group Inc. (Canada Education Technology College)
Edtech International Education Group Inc. (Canada Education Technology College)
Kamloops, British Columbia, Canada

AI Chatbot with CRM Integration for College Students

Our company, Canada Education Technology College (CETC), aims to enhance engagement with prospective students by integrating cutting-edge AI technology into our website and student recruitment services. Specifically, we seek to develop an AI-powered chatbot integrated with a CRM system to streamline student interactions, improve data management, and optimize administrative processes. We would like to collaborate with students to design and implement this system, incorporating artificial intelligence (AI) techniques for natural language processing and data integration to create a seamless user experience. This will involve several different steps for the students, including: Conducting background research on common student inquiries, admissions processes, and CRM integration. Designing and developing a chatbot interface capable of answering FAQs, collecting user data, and recommending suitable programs. Analyzing requirements for CRM integration to store collected data and track interactions efficiently. Researching and applying the latest AI techniques , such as recommendation algorithms, to suggest tailored programs to users. Developing a user-friendly dashboard for administrators to manage student profiles and chatbot interactions. Testing and refining the system to ensure optimal functionality and user experience. This collaboration will not only result in a functional prototype but also provide valuable insights and innovative solutions that CETC can implement to improve engagement and efficiency.

Matches 3
Category Information technology + 3
Open

Work experience

Undergraduate Research Assistant
University of Calgary
Calgary, Alberta, Canada
May 2024 - August 2024

• Designed and executed over 100 comprehensive tests to develop Safe & Robust Artificial Intelligence, achieving an impressive accuracy rate of 92% and driving significant advancements in the field.
• Seamlessly integrated cutting-edge technologies including PyTorch, Natural Language Processing (NLP), and Machine Learning (ML) algorithms, amplifying the capabilities of AI.
• Achieved remarkable enhancements in code quality and consistency through meticulous fine-tuning iterations, laying the foundation for future advancements in software development.

Student Mentor
Schulich Ignite
Calgary, Alberta, Canada
February 2022 - April 2023

• Explained concepts of computer science to high school students to effectively develop logical thinking skills in them.
• Observe errors in program within the mentee’s program and proficiently rectify them.

Personal projects

PsyCuro(GPT 4o Hackathon: Code and Conquer)
October 2024 - October 2024

• Developed an AI-powered chatbot for personality assessment using OpenAI’s GPT-4 and LangChain,
analyzing user responses to score Big Five traits (Extraversion, Openness, Conscientiousness,
Agreeableness, Neuroticism).
• Built a seamless, real-time user experience with Node.js and TypeScript, utilizing prompt engineering,
streaming responses, and RunnableSequence for structured, dynamic conversation flows.
• Visualized personality data insights with Power BI, presenting results and analysis in interactive
dashboards to enhance understanding and accessibility of user profiles.

Notedly – Note taking website
April 2023 - April 2024

• Developed and optimized the frontend using React and Node.js to create a seamless, user-friendly
interface, while leveraging AWS for backend services.
• Engineered and automated cloud infrastructure using Terraform to provision AWS resources (EC2, RDS,
load balancers) as code, improving scalability and deployment efficiency.
• Streamlined deployment workflows by implementing DevOps best practices, enhancing software
delivery, infrastructure automation, and cloud computing capabilities.