SAMARTH SHARMA
Software Engineering graduate from Seneca College, specializing in AI systems and deep learning. Currently conducting research in Bayesion Neural Ordinary Differential Equations (BNODEs) and thinking systems at Vizuara, exploring the intersection of deep learning and dynamical systems for modeling complex temporal processes and continuous-time neural networks.
I am a deeply technical person. I'm constantly building, learning and breaking things. I'm obsessed with learning how things work and designing novel solutions to problems I can't get out of my head. Right now, I'm most curious about thinking systems, BNODEs, and deep learning architectures.
MICROGRID BAYESIAN NEURAL ODE CONTROL
Advanced control systems for microgrid optimization using Bayesian Neural Ordinary Differential Equations. Implementing intelligent energy management, load balancing, and renewable integration through probabilistic deep learning models that adapt to dynamic power demands and environmental conditions.
AGENT AI
Sophisticated AI agent framework with autonomous decision-making capabilities, multi-modal learning, and contextual understanding. Building intelligent systems that can understand complex environments, learn from interactions, and perform complex tasks independently while maintaining ethical boundaries.
FRAGMENTS
Enterprise microservices platform designed for collecting and processing big data from various sources. Building scalable data pipelines, real-time analytics, and distributed systems that help companies aggregate, process, and derive insights from massive datasets across multiple sources and formats.
AGRITRAIL
Agricultural technology system for farm-to-table traceability and smart farming solutions. Implementing IoT sensors, computer vision for crop monitoring, and blockchain for supply chain transparency. Building intelligent agricultural systems that optimize farming practices and ensure food safety from field to consumer.
SPO-600
Advanced software portability and optimization research focusing on cross-platform performance tuning and architectural efficiency. Developing cutting-edge techniques to optimize code execution across different architectures, platforms, and hardware configurations for maximum performance.
NEURAL ODE RESEARCH
Research in Neural Ordinary Differential Equations (Neural ODEs), exploring continuous-time neural networks and dynamical systems. Developing novel architectures for modeling temporal processes, time-series prediction, and understanding the fundamental dynamics of deep learning systems.
BLACK HOLE DYNAMICS
Advanced computational physics project exploring black hole dynamics, gravitational wave analysis, and astrophysical simulations. Implementing numerical methods for solving Einstein's field equations, studying event horizon dynamics, and analyzing gravitational wave signatures from binary black hole mergers.
COVID-19 INFECTION PREDICTION
Advanced machine learning system for predicting COVID-19 infection probability using multiple health parameters, demographic data, and environmental factors. Implementing ensemble models, real-time data processing, and explainable AI techniques for accurate risk assessment and public health decision-making.
SCIML BOOTCAMP
Scientific Machine Learning bootcamp focusing on the intersection of machine learning and computational science. Learning physics-informed neural networks, differential equations, optimization techniques, and applications in scientific computing, engineering, and research domains.
DEEP LEARNING
Advanced deep learning specialization focusing on neural networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs), and transformer architectures. Implementing state-of-the-art deep learning models for computer vision, natural language processing, and generative AI applications.
YC STARTUP SCHOOL
Intensive startup accelerator program by Y Combinator, learning from Silicon Valley's most successful entrepreneurs. Developing product-market fit strategies, fundraising techniques, and scaling methodologies. Building a strong foundation in startup fundamentals, customer development, and growth hacking techniques.
GENESIS PROGRAM
Innovation and entrepreneurship program by Seneca Helix, focusing on startup development and commercialization. Learning lean startup methodology, intellectual property strategies, and go-to-market planning. Building entrepreneurial mindset and practical skills for launching technology ventures.
TECH BLOG
Comprehensive technical blog covering software development, programming tutorials, and technology insights. Sharing knowledge about modern development practices, coding techniques, and industry trends to help developers improve their skills and stay updated with the latest technologies.
MACHINE LEARNING
Comprehensive machine learning project collection spanning algorithms, data analysis, predictive modeling, and deep learning applications. Implementing state-of-the-art techniques in neural networks, reinforcement learning, and statistical modeling for real-world applications across various domains.
COMPUTER VISION RED LIGHT VIOLATION
Intelligent traffic monitoring system using computer vision to detect and identify red light violations in real-time. Processing camera feeds with advanced algorithms to improve road safety, traffic law enforcement, and urban planning through automated detection and analysis.
COMPUTER VISION
Advanced computer vision projects focusing on image processing, object detection, facial recognition, and visual understanding systems. Developing algorithms for real-time video analysis, automated visual inspection, and intelligent surveillance systems that can operate in complex environments.
AI COMPANION
Intelligent AI companion application with advanced natural language processing, conversational capabilities, and emotional intelligence. Building empathetic AI systems that can engage in meaningful conversations, provide personalized assistance, and adapt to user preferences and needs over time.
MINI MBA - SCHULICH
Executive Mini MBA program at Schulich School of Business, York University. Comprehensive business education covering strategic management, financial analysis, marketing strategy, and organizational leadership. Developing critical business acumen and strategic thinking skills for technology-driven innovation.
SWE FELLOWSHIP
Intensive 7-week software engineering fellowship focused on building 5 AI-driven projects spanning machine learning, computer vision, and autonomous systems. Collaborating with industry experts and researchers to develop cutting-edge solutions that push the boundaries of what's possible with artificial intelligence.
WEB DEVELOPMENT
Comprehensive web development portfolio showcasing modern frontend technologies, responsive design principles, and interactive user experiences. Building dynamic websites, web applications, and user interfaces using HTML5, CSS3, JavaScript, and modern frameworks for optimal performance and user engagement.
MATHEMATICS FOR ML
In-depth study of mathematical foundations for machine learning and data science, exploring linear algebra, calculus, probability theory, and optimization techniques. Building a strong theoretical foundation essential for understanding and implementing advanced ML algorithms and developing novel approaches.
DATA ANALYSIS BLOG
In-depth data analysis blog exploring machine learning insights, statistical analysis, and data visualization techniques. Providing detailed tutorials on data processing, predictive modeling, and extracting meaningful insights from complex datasets for business and research applications.
ASSEMBLY LINE SIMULATOR
Advanced manufacturing simulation system for assembly line processes with optimization algorithms and predictive analytics. Modeling complex production workflows to identify bottlenecks, optimize resource allocation, and improve efficiency in industrial manufacturing operations.
CLINIC APP
Comprehensive healthcare clinic management application for patient records, appointment scheduling, and medical workflow optimization. Building secure, user-friendly systems to streamline healthcare operations, improve patient care coordination, and enhance the overall healthcare experience.