Towards Inquisitive Artificial Intelligence: Autonomous Questioning Large Language Models for Continuous Learning
Sunehildeep Singh
2025
Research Papers
Research papers that I have published in the field of AI.
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Featured Projects
A showcase of technical innovations and creative solutions.
Transformer LLM Chatbot
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.
TensorFlowPythonTransformersNLP
View Project Advanced Text Generation
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.
TensorFlowLSTMPythonDeep Learning
View Project Custom Fan Control System
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.
C#Windows APIHardware ControlSystem Programming
View Project Professional Experience
A journey of growth and impact in software development.
Lead Software Engineer
Sun Glow Window Coverings Ltd.
2023 - Present
Lead and mentor a 2-member development team, implementing Agile methodologies and establishing best practices that have increased team productivity by 25%
Design and establish coding standards, code review processes, and documentation practices to enhance team collaboration and code quality
Built and deployed a Naive Bayes machine learning model for HomeDepot order processing, reducing processing time by 20% and saving 50 work hours monthly
Establish and lead technical strategy meetings, driving adoption of emerging technologies and making architectural decisions that shape the company's technical direction
Architected and developed 3 high-performance Next.js/React applications from scratch, implementing advanced optimization techniques that improved site performance by 40%
Streamlined development operations by designing CI/CD pipelines, reducing deployment time by 50% and implementing automated testing to increase code reliability
Initiate quarterly business reviews and cross-functional meetings, identifying operational bottlenecks and implementing solutions that improve workflow efficiency
Propose and implement key technical initiatives to management, including microservices architecture and AI integration, resulting in new revenue streams
Machine LearningPythonNext.jsTeam LeadershipCloud Architecture
AI Engineer
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
NLPLLMFastAPIPythonVADERGoogle Maps APITF-IDF
Software Developer
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
C#.NETEducational SoftwareAudio ProcessingAlgorithms
My Journey
The evolution of my passion for technology and innovation.
2016
First Steps in Programming
Started programming journey at 14, mastering Pawn and PHP within months. This early exposure to coding sparked a lifelong passion for software development.
2017
Community Leadership & Growth
Built and managed a 100+ member community, leading teams across multiple roles. Expanded technical expertise to Python, C#, Java, and JavaScript.
2018
Entrepreneurial Venture
Co-founded Honor Gaming Studios and began exploring AI with TensorFlow. Created custom Windows optimization tools that gained significant traction.
2019
Content Creation & Recognition
Established successful YouTube channel for PC optimization. Recognized for technical expertise and worked with school IT department.
2020
Global Recognition
Contributed to GitHub Arctic Code Vault and received Google's Foobar invitation. Developed IELTS training software and automated home systems.
2021
Educational Pursuit
Relocated to Canada to pursue advanced studies in Artificial Intelligence at Centennial College.
2022
Open Source Success
Created widely-adopted Custom Fan Helios project, gaining recognition across technical communities.
2023-Present
Professional Growth
Secured first Software Engineering role at 20, leading development of ML models and web applications. Driving innovation and efficiency improvements across projects.