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Specialist in GCP services. Experience in Data Engineering since 2010. Applied Data/machine learning engineer using python for the last few years. Understanding data and applying the ML algorithm to solve use cases include data preparation. Also expertise in making pipeline for data related projects. See more: **https://subhadip.ca**
Simply stated, I like data, and I love programming. Within the intersection of those two things lies artificial intelligence and machine learning. Most of my time, both professionally and personally, has been spent in pursuit of knowledge and applications of AI and ML. I was immersed in AI way before it was cool. And there's never been a more exciting time for the industry than right now. More generally, however, my passion is coding. I code professionally, and I code in my free time. My go-to language is Python, but I've developed professionally in JS/React/Next, Node, C, C++, Java, C#, Ruby, VB, and have experience in many others. I gravitate towards difficult problems, such as R&D type problems, math- and science-based problems, or optimization. But I've developed across a variety of stacks, from the database layer to front-end web/mobile, CI/CD pipelines, and testing frameworks. I've been in the industry for over 20 years in some form, across a variety of markets: academia, agriculture, health care, energy, and environmental. As well, I've been the client that has hired contract developers, so I know the expectations, and I can navigate the pitfalls. I deliver on-spec, on-time, and within budget. I currently work for an exciting startup in the sleep industry. I freelance part-time to keep my skills sharp in other technologies and stay current.
I've a wealth of experience working as a software engineer within companies big and small. I'm primarily a full-stack engineer, working with HTML and modern JS frameworks on the frontend, and Javascript/Python backends and APIs. I've got experience working with production systems handling 1000s of requests a minute, distributed microservice architectures, python monoliths and more. I've also got a lot of experience with games engines, having built mobile games and VR applications, as well as releasing several react native mobile apps, working as a data scientist and with AI. But there's more to programming than just that, I've got experience with what programming looks like in the real world, whether that's working effectively with others, Agile methodologies, communicating to stakeholders, design, and more. I've worked in a range of companies doing things in all sorts of different ways and I can teach you what works, what doesn't, what a real world job is like, and more.
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