A learner and problem solver, obsessed with solving real-world problems.
About Me
A learner and problem solver, obsessed with solving real-world problems.
About Me
Updated Sep 2023: Finished working on a book localization project about deploying ML systems. Open for new challenges and collaborations!
Portfolio
Data Science / NLP Research
Rambling inside the black boxes of AI- Independent studies and research in data science, with a focus in text data domain
Applied AI
Selected works of applied AI solutions
Product Management
Products delivered in the past, PM artifacts and activities highlights
Insights
Dealing with Network Data- Understanding Network/ Graph Analysis
What to expect: Understand basic concepts and key components in network/ graph data models How to simulate network diffusion How to detect network and...
Spark for Sentiment Analysis on Review Platforms- Dealing with Big Data
What to expect: Understand the competitive advantages of Spark for big data processing Utilize Spark Dataframe to explore Yelp review datasets About...
Inspect CSV Files and Generate Analytics On the Fly- Basic Use Cases of pandas and scipy.stats
Highlights: Query large .csv dataset and compute mathematic operations without any spreadsheet tools Create data objects and manipulate their propertie...
Text Data Mining Essentials with Regular Expressions (Regex)
What to expect: Understand how to use Python’s re module to perform searching in text files See examples of regex patterns and methods Explore how to...