Published in The Innostation Publication·PinnedMachine Learning (ML) and Neural Networks (NN)… An Intuitive WalkthroughIf I had a dollar for every time I’ve heard the words “Artificial Intelligence” “Machine Learning” and “Deep Learning” I’d be at a resort in Hawaii, sipping lemonade and contemplating the very meaning of life. These words are essentially buzzwords… attention grabbers. They make anyone sound smart without actually knowing…Machine Learnin19 min read
Published in The Innostation Publication·Apr 18Finding the Ground State Energy of Lithium Hydride using a VQEVariational Quantum Eigensolver — Quantum Chemistry — One of quantum computing’s BIGGEST applications is within the science of chemistry. Quantum chemistry is a subsection of physical chemistry that utilizes the rules and laws of quantum mechanics. Chemical simulations through the use of quantum systems hold an immense amount of power and plausibility, largely due to the ability…7 min read
Published in The Innostation Publication·Mar 26Coding Grover’s Algorithm in QiskitQuantum Approach to Search Algorithms — One of the biggest reasons quantum computing is such a popular technology is due to the way it redesigns our entire understanding of classical computing. It fundamentally runs on the theories of quantum physics in contrast to the classical approach to modern computing. This means that quantum computers open the…11 min read
Published in The Innostation Publication·Mar 23A Mathematical Approach to Quantum ComputingLeveraging Linear Algebra and Quantum Mechanics to Understand Quantum Computing The introduction of classical computers into modern society was a miracle. The thought of being able to pull out a book-sized machine that can communicate with anybody around the globe and access the bizarre world of the internet is pretty…14 min read
Published in The Innostation Publication·Mar 21Quantum Teleportation — From Fiction to RealityApplying Quantum Information Theory with Qiskit — I’ve heard the word ‘quantum’ dozens of times throughout my life, but never gave it a second thought. It sounded sick but I was always way too scared to dive into the math and physics of it all to realize what I was missing out on. A couple of weeks…Quantum Computing12 min read
Published in The Innostation Publication·Feb 13Standardized and Decentralized — Redefining Medical DatabasesFragmented… Inefficient… Sporadic… These are all terms that describe what current healthcare records look like right now. Every medical practice has different Electronic Medical Record (EMR) systems that are unable to communicate with each other. Want to send healthcare medical data to another hospital? Great… export the data from this…11 min read
Published in The Innostation Publication·Feb 12Web 3.0 — The Decentralized Web and DAppsThe next revolution of the internet — 1989 — the year in which the first iteration of the World Wide Web (WWW) was developed, Web 1.0. 2004 — the year in which the second iteration of the World Wide Web (WWW) was developed, Web 2.0. With each iteration came a new innovation, a new redefinition of our…10 min read
Published in The Innostation Publication·Feb 12ERC-20 — The Fungible Technical StandardI remember sitting on the couch with my dad while he was watching the news. There was some kid who became a multi-millionaire by investing in Ethereum and it caught my attention. At this point, Ethereum has turned from a cryptocurrency to a buzzword. …9 min read
Published in The Innostation Publication·Feb 9Cryptocurrencies— What’s all the hype?Unraveling the Tech behind Cryptocurrencies — In 2009, a mysterious whitepaper was released for Bitcoin, the very first application of blockchain, by an anonymous user known by the name Satoshi Nakamoto. Satoshi Nakamoto wasn’t just the creator of Bitcoin, but the creator of this concept of using chained blocks to verify transactions. In 2015, the Ethereum…11 min read
Published in The Innostation Publication·Feb 7Synthetic Data Generation with GANsCreating Medical Datasets? You might remember that I did a project a couple of months back with pneumonia classification of chest x-rays(if you haven’t seen it already, check it out here). …8 min read
