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Hey there !!

I’m Bincy Narath, a Data Scientist / Machine Learning Engineer with experience in developing and deploying machine learning and deep learning solutions. My work spans areas like Recommender Systems, Graph Neural Networks, NLP, and Generative AI, with a focus on translating research into practical applications.

My interest in mathematics, algorithms, and problem-solving drives me to balance technical understanding with real-world usability. Bringing a product from inception to production is a rewarding process, and continuous optimization remains a key challenge I enjoy tackling. I strive to maintain this balance between research and engineering in my work.

Before entering the ML field, I gained experience in Telecom, Networking, and Cloud Infrastructure, which helped me develop strong engineering, programming, and design-thinking skills for end-to-end problem-solving. I believe AI and machine learning are essential tools for bridging the gap between the impossible and the possible, with the potential to make a significant impact on society.

Beyond my professional interests, I enjoy fitness, yoga, and boxing. For me, life is all about embracing change and enjoying the process!

Thanks for stopping by! ❤️

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Bincy Narath's Projects

bellybuttonbiodiversity icon bellybuttonbiodiversity

The belly button is one of the habitats closest to us, and yet it remains relatively unexplored. This project is to build an interactive dashboard using Javascript libraries D3 and Plotly, to explore the Belly Button Biodiversity dataset, which catalogues the microbes that colonize human navels.

bert-as-service icon bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

citi_bike_analytics icon citi_bike_analytics

This project is to oversee New York Citi Bike Program - largest bike sharing venture in the United States and generate insightful and dynamic reports to improve the program through the power of Tableau.

d3_data-journalism icon d3_data-journalism

This project is to analyse the census data to find the current trends shaping people's lives, as well as creating charts, graphs, and interactive elements using D3.JS to help readers understand the findings.

datavisualization_with_leafletjs icon datavisualization_with_leafletjs

This project is to build an interactive visualization tool in Leaflet.js to display the earthquake data of United States Geological Survey (USGS) in the most efficient and appealing fashion!

find_exoplanet icon find_exoplanet

This project is to help NASA in discovering hidden planets outside of our solar system using the data collected from NASA Kepler space telescope over nine years. To make it happen, we will create machine learning models capable of classifying candidate exoplanets from the raw dataset.

hawaii_climate_app icon hawaii_climate_app

Imagine, You've decided to treat yourself with a long holiday vacation in Honolulu, Hawaii! To help with your trip planning, you need to do some climate analysis on the area. What about, doing that with SQL Alchemy? Aʻohe hopohopo, I shall help you with that! Stay tuned!

imageclassifier icon imageclassifier

Train and deploy an image classifier with the TensorFlow framework.

interview-guide icon interview-guide

An opinionated, actionable guide for software engineering interviews.

machine-learning-interview icon machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

mission_to_mars icon mission_to_mars

This project is to build a web application that scrapes various websites for data, related to the Mars Mission and displays the information in a single HTML page. Application is further deployed as a Heroku app https://missionmars.herokuapp.com/

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