An assistant that acts like a mini-me, answering your questions.
AI Assistant - Mini Me
A showcase of technical innovations and creative solutions.
Neural Networks
Built a state-of-the-art transformer-based chatbot from scratch, achieving 85% accuracy on conversation modeling. Implemented complete encoder-decoder architecture with attention mechanisms, showcasing deep understanding of NLP principles.
Neural Networks
Engineered a sophisticated LSTM-based RNN for natural language generation, demonstrating GPT-like capabilities. Implemented advanced features like temperature sampling and beam search for improved text coherence.
System Engineering
Developed a highly successful hardware control software for Acer laptops, serving 500+ active users. Engineered low-level system interactions for precise fan speed management and thermal optimization.
A journey of growth and impact in software development.
Tandem Experiences
Sept 2024 - Dec 2024
Architected end-to-end AI dating transition system for Gen Z users, featuring multi-stage NLP and dual LLM pipeline
Built advanced NLP pipeline using VADER sentiment analysis to extract mutual interests between matched profiles
Implemented TF-IDF scoring and cosine similarity algorithms to validate profile matching accuracy
Designed parallel processing system for simultaneous entity extraction and geospatial computations
Developed dual-phase LLM system for point of interest category generation and personalized date invitations
Created intelligent venue filtering system using Google Maps API, geographical constraints, and user preferences
Built FastAPI architecture orchestrating data flow between NLP, LLM, and location services
Achieved 95% success rate across comprehensive system integration testing
Sun Glow Window Coverings Ltd.
2023 - Present
Led development of a machine learning model reducing order processing time by 20% through automated classification
Architected and implemented a Next.js dealer portal, driving 30% increase in user engagement
Managed a team of developers, implementing agile methodologies that improved productivity by 25%
Pioneered company's transition to modern tech stack, including ML pipelines and cloud infrastructure
Dreamz Academy
2020 - 2021
Built comprehensive IELTS training software supporting 100+ remote students during COVID-19
Developed automated evaluation systems for language proficiency assessment
Implemented real-time audio processing for pronunciation analysis
Created adaptive learning algorithms to personalize student experience
The evolution of my passion for technology and innovation.
Started programming journey at 14, mastering Pawn and PHP within months. This early exposure to coding sparked a lifelong passion for software development.
Built and managed a 100+ member community, leading teams across multiple roles. Expanded technical expertise to Python, C#, Java, and JavaScript.
Co-founded Honor Gaming Studios and began exploring AI with TensorFlow. Created custom Windows optimization tools that gained significant traction.
Established successful YouTube channel for PC optimization. Recognized for technical expertise and worked with school IT department.
Contributed to GitHub Arctic Code Vault and received Google's Foobar invitation. Developed IELTS training software and automated home systems.
Relocated to Canada to pursue advanced studies in Artificial Intelligence at Centennial College.
Created widely-adopted Custom Fan Helios project, gaining recognition across technical communities.
Secured first Software Engineering role at 20, leading development of ML models and web applications. Driving innovation and efficiency improvements across projects.
