EscapeVape is a web application designed to help teens quit vaping anonymously by bringing therapies to the digital age. I Implemented 12 modern therapies and leveraged Natural Language Processing (NLP) machine learning to track, analyze, and promote recovery for 2,000+ users. This app received 2nd place Congressional App Challenge. Technologies used: Technologies: NodeJS, MongoDB, PyTorch, Google BERT, NLP, Google Cloud, Data Structures & Algorithms.

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UnchewedFood is a business idea to prevent food waste. We help users keep track of the food they possess as well as make recommendations on food waste. We are currently developing the app for production... More to be out soon.

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Commas Club is an entrepreneurship club at TJHSST. I was the web developer for it, creating its public site and virtural shark tank event for its competition in 2020

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IdentiLogic is a startup business idea that placed as a semifinalist in the Conrad Challenge (2020). It was designed to be an app to better improve cybersecurity by reducing identity theft through 2FA on purchases through credit cards.

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FTC (First Tech Challenge) is a robotics competition for students all over the world. In 2018 and 2019, my team (Team 4592 Nuts & Bolts) placed 2nd at the state finals (runner up to the world competition) and 1st in the regional competitions. I helped in the mechanical engineering of the robot, using tools such as 3D printing and laser cutting, to create the technical parts of the robot.

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Lupo was a startup business founded by TJHSST students. I was the CFO and helped to manage the product design. Our main service was an easily accessible trading platform where anyone can learn and use algo trading. People could also use other people's public algos with commission (like crowd sourcing). We also experimented with our own algos for trading. It was a great first experience into financing, algo trading, entrepreneurship, and product management.

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NDDA stands for National Drone Disaster Assistant. I used a drone with a Raspberry Pi and infrared sensors to be able to identify survivors following a major natural disaster and aid them with needed supplies. These survivors would then be marked to officials to improve the efficiency of rescue missions following disasters.

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ReInvest is a hackathon project where users can donate to a charity of their choice by investing stocks for that charity. This helps charities gain more revenue as well as lets people feel more comfortable investing since the money is going to a donation.

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ThinkOpenly is a hackathon project where users can anonymously post political events and discussion threads like a forums exchange. Threads and events are recommended using a NLP Machine Learning model. Politicians can use this app to see the trending concerns and movements so they can reflect their political action for the voices unheard. Verified professionals can also contribute to a thread by commenting to explain another viewpoint or adding to the discussion with their comments pinned at the top of the thread.

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More projects will be posted here as they are completed.

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WheelShare is a school app that helps underclassmen at TJHSST find carpools to school events and activities after a virtual learning year. We integrated authentication with Google and the school's intranet (ion) sign-on. Attained 300 user sign ups and 30 carpools for the 2021-2022 school year. We developed this project with ReactJS, MaterialUI, NodeJS, PostgreSQL, Prisma, Google Maps API, and TypeScript. (source code)

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Rainman is my research project for the senior Computer Systems lab at TJHSST. I worked with John Kim to automate optimal blackjack betting decisions with AI, genetic algorithms, and YOLOv4 computer vision architecture for real-time card object detection with 97% accuracy and 57% profit percentage. We generated 50,000+ images with C++ and OpenCV image augmentation, then storing the images into Supabase for training data. This YouTube link is a video presentation and demo.

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Starting 2022, I worked in MRover, a club at the University of Michigan that builds a Mars Rover for the annual University Rover Challenge. I am part of the teleoperations team and developed teleoperation processes for robot Rosie placing 4th/104 in University Rover Challenge 2023. I also assembled a debugging interface with ROS and Vue.JS to display ongoing robot inputs and actions. I revamped the Python motion program with MoveIt kinematics and motion planning for smooth joint movement. Check out our 2023 submission video (link)

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ArbX is a sports-betting software I launched to relay profitable arbitrages, positive EV parlays, and line/odds comparisons. I implemented various, continuous sportsbook data streams for 40,000+ markets and bets. Technologies used: NextJS, Nest/NodeJS, Supabase, Redis, JWT Tokens, Data Structures & Algorithms, Stripe Payments API, Web-Scraping.

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How Working Out and Traveling Can Help You Achieve Work-Life Balance!

In today's fast-paced world, it can be difficult to find time for everything. You may be working long hours, trying to learn new technologies, and taking care of your family and friends. It's important to make time for yourself, too. Working out and traveling are two great hobbies that can help you achieve work-life balance.

I have travelled to over 20 countries in over 4 continents; I worked out for the past 2 years.

Working out is a great way to relieve stress, improve your mood, and boost your energy levels. When you work out, your body releases endorphins, which have mood-boosting effects. Exercise can also help you sleep better at night and improve your concentration during the day.

Traveling is another great way to relax and de-stress. When you travel, you get to experience new cultures, meet new people, and see new places. Traveling can also help you learn new things and broaden your horizons.

Both working out and traveling can help you achieve work-life balance. When you make time for these hobbies, you're taking care of yourself and giving yourself a break from the stresses of everyday life. This can help you come back to work refreshed and motivated.

Here are some tips for balancing working out and traveling with your work:

1. Set aside time for exercise each day. Even if it's just for 30 minutes, make sure to get some exercise every day. You can work out at home, go to the gym, or take a fitness class.

2. Plan your vacations in advance. This will help you avoid feeling stressed about planning your trip while you're also trying to work.

3. Take breaks during your workday. Get up and move around every 20-30 minutes to avoid getting too restless.

4. Delegate tasks. If you have too much on your plate, don't be afraid to ask for help from your colleagues or friends.

It's important to find what works best for you when it comes to balancing work, exercise, and travel. Experiment with different strategies until you find a routine that allows you to feel your best.

Remember, it's okay to take some time for yourself. When you're feeling good, you'll be more productive at work and more likely to enjoy your hobbies. Feel free to contact me if you need advice on starting on your fitness or travel journey.

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The Enigmatic Connection: Why Tech Enthusiasts Love EDM

Electronic Dance Music (EDM) and the world of technology have developed a fascinating relationship, with many tech enthusiasts drawn to the vibrant beats and electrifying energy of EDM. The pulsating rhythms and technological innovations found in EDM seem to resonate with the minds of those passionate about technology. In this blog post, we delve into the reasons behind the deep connection between tech enthusiasts and EDM, exploring the shared values, immersive experiences, and cutting-edge technologies that make this love affair thrive.

1. Shared Appreciation for Innovation
Tech enthusiasts are driven by a curiosity and passion for innovation, constantly seeking the latest advancements and pushing the boundaries of what is possible. Similarly, EDM has become synonymous with innovation in music production and live performances. The integration of technology, from synthesizers and digital audio workstations to live production tools and lighting systems, aligns with the tech enthusiast's affinity for cutting-edge technologies. The constant pursuit of new sounds, genres, and production techniques in EDM mirrors the spirit of exploration and innovation found within the tech industry.

2. Sonic Adventures and Sound Design
EDM offers a vast soundscape that appeals to tech enthusiasts' love for intricate sound design. The genre's versatility allows artists to experiment with a multitude of sonic elements, combining digital and analog synthesis, samples, and various effects to create unique and immersive compositions. The technical aspects of sound engineering, manipulating waveforms, and sculpting intricate soundscapes resonate deeply with those who appreciate the intricacies of technology. EDM provides a canvas for tech enthusiasts to explore and appreciate the complexities of sound creation, akin to the way they embrace coding and engineering challenges.

3. Embracing Digital Communities
Tech enthusiasts often thrive in online communities, engaging in discussions, sharing knowledge, and collaborating with like-minded individuals. The rise of digital platforms and streaming services has not only transformed the music industry but also cultivated a vibrant online community around EDM. Social media platforms, forums, and streaming platforms provide spaces for tech enthusiasts to connect with fellow music lovers, exchange ideas, discover new artists, and even collaborate on music projects. The intersection of technology and music has facilitated a digital ecosystem that fosters camaraderie and shared experiences, bringing tech enthusiasts closer to the world of EDM.

4. Escapism and Immersive Experiences
Tech enthusiasts often seek solace in immersive experiences that transport them to other realms. EDM festivals and live performances offer precisely that, creating otherworldly environments where attendees can lose themselves in the music and visual spectacles. The marriage of pulsating beats, synchronized lighting, pyrotechnics, and projection mapping creates a captivating escape from the demands of everyday life. These events often leverage advanced technologies, such as augmented reality (AR) and virtual reality (VR), to create mind-bending experiences that intertwine with the music. For tech enthusiasts, these events become an opportunity to witness the convergence of technology and artistic expression in a mesmerizing way.

The deep affinity between tech enthusiasts and EDM music stems from a shared passion for innovation, sound exploration, digital communities, and immersive experiences. The boundless creativity and technological advancements within the EDM world resonate deeply with the tech enthusiast's mindset. As technology continues to evolve, the relationship between tech and EDM will only strengthen, leading to even more groundbreaking collaborations, mind-bending experiences, and an ever-expanding musical landscape. So, the next time you see a tech enthusiast grooving to an EDM track, remember that they are not just moving to the beats but also embracing the harmonious fusion of technology and music.

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Adapting to the Growing Importance of Artificial Intelligence: Industry Insights and Trends

Artificial Intelligence (AI) has emerged as a transformative technology across various industries, revolutionizing the way we live, work, and interact with technology. In this blog post, we will delve into the growing importance of AI and explore the industry insights and trends that are shaping its adoption and impact on businesses worldwide.

1. Enhanced Automation and Efficiency:
AI-powered automation is streamlining workflows and improving operational efficiency across industries. Machine Learning (ML) algorithms enable intelligent decision-making, process optimization, and task automation, reducing manual effort and human error. From customer service chatbots to robotic process automation (RPA) in manufacturing, AI is driving efficiency and productivity gains.

2. Personalized Customer Experiences:
AI enables businesses to deliver highly personalized customer experiences at scale. By analyzing vast amounts of customer data, AI algorithms can uncover insights and patterns, enabling targeted marketing campaigns, personalized recommendations, and tailored product offerings. Virtual assistants and voice-activated smart devices provide personalized assistance, enhancing customer engagement and satisfaction.

3. Data-Driven Insights and Decision-Making:
The ability to derive meaningful insights from large volumes of data has become critical for businesses. AI-powered analytics and predictive modeling enable businesses to extract valuable insights from data, identify trends, anticipate customer behavior, and make data-driven decisions. This empowers organizations to optimize their strategies, enhance competitiveness, and drive innovation.

4. Intelligent Automation and Robotics:
AI is revolutionizing the field of automation and robotics. Intelligent robots equipped with AI capabilities are being deployed in industries such as manufacturing, logistics, and healthcare. These robots can perform complex tasks, collaborate with humans, and adapt to dynamic environments. The integration of AI and robotics is revolutionizing supply chains, improving operational efficiency, and transforming labor-intensive industries.

5. Healthcare Transformation:
AI is transforming healthcare delivery and patient care. Machine learning algorithms can analyze medical images, aiding in early disease detection and diagnosis. Natural Language Processing (NLP) enables automated analysis of medical records and research literature, improving clinical decision support. AI-powered chatbots assist patients with basic queries and triage, enhancing access to healthcare services.

6. Ethical and Responsible AI:
As AI continues to evolve, ethical considerations and responsible AI practices are gaining prominence. Ensuring transparency, fairness, and accountability in AI algorithms and decision-making processes is crucial. Organizations are actively addressing biases, privacy concerns, and the ethical implications of AI to build trust with users and stakeholders.

7. Continued Research and Development:
The field of AI is advancing rapidly, with ongoing research and development pushing its boundaries. Cutting-edge techniques such as Deep Learning, Reinforcement Learning, and Generative Adversarial Networks (GANs) are driving breakthroughs in AI applications. The exploration of Explainable AI (XAI) aims to enhance transparency and interpretability of AI models, enabling better trust and understanding.

Artificial Intelligence is a game-changer that is shaping industries across the globe. From automation and personalization to data-driven decision-making and transformative applications in healthcare, AI's growing importance is undeniable. As businesses embrace AI technologies, it is essential to ensure ethical practices, foster responsible AI adoption, and continue to invest in research and development. By staying ahead of AI trends and leveraging its potential, organizations can unlock new opportunities, gain a competitive edge, and drive innovation in the digital age.

How to Become an AI-Ready Software Developer

If you are a software developer, it is important to start thinking about how you can become AI-ready. Here are a few things you can do to prepare for the future of AI in software development:

1. Learn about AI:
The first step is to learn about AI and how it can be used in software development. There are many resources available online and in libraries that can help you learn about AI.

2. Get experience with AI tools:
There are a number of AI tools available that can help you automate tasks, improve the quality of code, and create more personalized user experiences. Get experience using these tools to see how they can benefit your work.

3. Network with other AI-ready developers:
There are a number of online and offline communities where you can connect with other AI-ready developers. Networking with other developers can help you stay up-to-date on the latest trends and learn from others' experiences.

By taking these steps, you can prepare yourself for the future of AI in software development. AI is a powerful technology that can be used to improve the efficiency and effectiveness of software development. By becoming AI-ready, you can position yourself for success in the years to come.

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