I am passionate about big data and technology which make our lives better.
Using HDB resale price data downloaded from Data.gov.sg (over 800K plus resale transactions) from 1990 to 2020, created an end to end Data Science/ Machine Learning app to predict Resale prices.
By running the Reddit API, I extracted the latest stocks being discussed on the WallStreetBets and other investment subreddit threads. I processed the data so that cashtags returned are the most frequently mentioned stocks and analyzed the overall market sentiment. This helps with momentum trading and stock picking.
Twitter is an American microblogging and social networking service on which users post and interact with messages known as "tweets". Registered users can post, like, and retweet tweets. In this project, utilizing Natural Language Processing techniques, I did a sentiment score on the tweets of various topics.
Surge pricing, the practice of hiking up ride-hailing fares in times of high demand, usually kicks in when it rains. This puts consumers at a disadvantage. Insurance companies offer insurance to customers against surge pricing. In this project, to help insurance companies monitor whether claims are valid, or to do dynamic pricing, I automated the information on how heavy the rainfall was at various locations at any given point in time.
Self-driving cars like Tesla employ multiple object detection technologies to classify and localize objects on the road. In my opinion this is a better solution to Lidar which can be expensive. In this project, I create an app which can detect cars on the roads similar to those used by full self driving cars.
Utilizing data from John Hopkins University from the web, I analysed multiple datasets and combined the data to track the confirmed,recovered and death status for all countries.
Fake media is a threat to societies. In this project , using Machine Learning , I will detect Deep Fakes (i.e videos which have faces swapped or voices swapped) to differentiate between real and fake news
We know of Siri and Alexa, from Google and Apple. In this project , I will create an A.I which will be able to assist with simple tasks by responding to our voices and commands. An example of such a task is writing and sending email according to what we say.