Bincy Narath

Data Scientist - Machine Learning Engineer - Applied Scientist

Hey there!!

I’m Bincy Narath, a Data Scientist / Machine Learning Engineer / Applied Scientist with experience in developing and deploying machine learning and deep learning solutions. My interests span Recommender Systems, Graph Neural Networks, NLP, and Generative AI, along with various other areas within the ever-evolving AI landscape, with a focus on translating research into practical applications.

Driven by my interest in mathematics, algorithms, and problem-solving, I balance technical understanding with real-world usability. Bringing a product from inception to production is a rewarding process, and continuous optimization is 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.

Feel free to reach out to me on for new opportunities, collaborations, or just to catch up over coffee!

PORTFOLIO

YouTube Trending Project
Popularity prediction of YouTube Trending videos
Toronto_rental_insights
An application that helps Toronto renters find their new home and understand if the rent is fair!
RL agent playing Tic-Tac-Toe
Reinforcement Learning agent playing Tic-Tac-Toe
Pandas
Using Pandas to derive Insights on Purchase and Education Data
Visualization
Using Analytics to validate a drug for a pharmaceutical
APIs
What's the weather like as we approach the equator? Latitude Vs Weather
KickStarter
How to succeed in Kickstarter - the popular crowdfunding platform?
VBA
VBA scripting to analyze real stock market data
web-design
Dashboard showcasing the impact of latitude on various aspects of climate
BellyButtonBiodiversity
An interactive dashboard using Plotly.js and D3.js for BellyButtonBiodiversity
Covid-19
Illustration of Covid-19 impact across countries over time using Plotly
D3_Data-Journalism
Interactive dashboard illustrating the US Census data using D3 and SVG graphics
Leaflet_Visualization
Interactive dashboard illustrating the earthquake data of USGS using Leaflet JS and Mapbox API
data_base_app_flask
Hawaii Holiday API service using Flask & SQL Alchemy
missionmars
Web app using Flask connected to MongoDB cloud with Mars's info
Reaction_Tester
Reaction Tester - A JavaScript powered web game
javascript_ufo
UFO Finding - A website built using JavaScript & D3.js
rental_ETL
Extract - Transform - Load project on the rental data & provide API services
PostGres_DB_design
PostgreSQL Database Design - Implementation through Sqlalchemy
Python-data-wrangling
Data wrangling (munging) using Python to transform the raw data

Relevant Experience

Achievers I.T., Canada

Senior Data Scientist

January 2022 - Present

Lixar I.T. (now part of BDO), Canada

Data Scientist

November 2020 - January 2022

Cisco Systems Pvt Ltd, India

Data Scientist

January 2019 - February 2020

Education

Indian Institute of Technology Madras, India

Masters of Science

Communication Engineering

Department of Electrical Engineering

2010-2013

GEC Wayanad - Kannur University, India

Bachelor of Technology

Department of Electronics and Communication Engineering

2005-2009

Certifications

Google Cloud Certified Professional Machine Learning Engineer, Jan 2023

Google Cloud

Microsoft Certified Azure Fundamentals, Nov 2020

Microsoft

Data Analytics Bootcamp, Nov 2020

University of Toronto, Ontario

Deep Learning Specialization, May 2020

Coursera-Deeplearning.ai

Reinforcement Learning Certification, Dec 2019

IISC Bangalore

Diploma in DataScience, Dec 2019

IIM Bangalore

Patents

  • System and method for predicting performance by clustering psychometric data using artificial intelligence

    Patent Number: WO/2023/065037

    Issued: April 27, 2023

    A system for predicting student performance based on psychometric data, using AI to cluster psychological traits and correlate them with performance data.

    View Patent
  • User Plane Function (UPF) selection based on predicted load information

    Patent Number: US-11412412-B2

    Issued: August 9, 2022

    AI-based methodology for allocating UE data connections in 5G networks, considering forecasted network load and predicted bandwidth requirements, leveraging historical billing records (CDR) for usage deduction.

    View Patent

CONTACT

Phone
(416) 219-9850