Nanda Kishor M Pai
Machine Learning Developer
Computer Science & Engineering student
College of Engineering Trivandrum
2019-23
I build cool projects with NLP, Computer Vision, Flask and Friends.
Experience
Machine Learning Intern @ IBS Software, Trivandrum
Designed end to end ML pipelines to automate document verification using OCR and Object Detection models.
Researched on various approaches to classify documents, Bounding Box problems etc.
Machine Learning Contractor, Client - Snap Inc.
Worked on building Mobile Machine Learning Object Classifier in a specific domain and integrating with Lens Studio Platform, focusing on Improving Model Performance and Mobile Compatabilities.
Machine Learning Intern @ Frugal Labs
Worked on improving IoT services provided by Frugal Labs with AI implementations and insights from Data Analysis.
Built Soil Moisture prediction model after data analysis and research using a unique combination of K Means + SVR.
Developed Water Quality Classification model using Random Forest Classification after analysing feature correlation with quality.
Analyzed weather forecast data for performance estimations using Data Science and generated useful insights.
NLP Intern @ Jiffy.ai
Worked on developing a use-case for automating documentations in unstructured rental agreements using NLP techniques.
Built an NLP Model for extracting significant clauses from unstructured rental agreements like rent, owner, address, term etc using Named Entity Recognition technique.
Validated Dataset we created from various resources and worked on Data Annotation for Named entity recognition.
Projects
Plant Disease Detector
Deep Learning
PyTorch
Flask
Python
API
Built a Plat Disease Detector on PyTorch Framework using CNN architecture and published it as an API using Flask and Heroku. API was later integrated to a Flutter app for users to identify and get remedies for plant diseases.
ASL Translator
Deep Learning
Tensorflow
OpenCV
Python
An OpenCV project that aims at translation of American Sign Languages with real time alphabet detection and display using a CNN model trained on a huge diverse ASL dataset .
Manglish Lyrics Generator
NLP
LSTM
PyTorch
API
Language Model that can generate Lyrics of a Malayalam(Native Language) Song that doesn’t exist! Model is built on PyTorch framework using RNN architecture. Model accepts Input words from user to trigger generation of lyrics. Try it out here.
Sleep Stare Alerter
OpenCV
Python
An openCV project that helps developers to use laptops in a healthy way by keeping track of their use and blink rate. Sleeping during work and Continuous harmful staring is prevented.
NLP Filter in University Notification bot
Tensorflow
NLP
Python
An opensource contribution that invloved development of an NLP model that segregates Relevant and Irrelevant University notifications through Telegram Bot @ktunotifbot.
Rock Paper Scissors with AI
Deep Learning
Tensorflow
OpenCV
Python
An OpenCV Based Game which uses deep learning to build a model that dynamically predicts user move.
Skills
Programming Languages
Python
C++
Industry Knowledge
Machine Learning
Natural Language Processing
API Development
Web Development
MySQL
Tools and Technologies
Tensorflow
PyTorch
Keras
OpenCV
Django
Flask
HTML
CSS
Positions
Tinkerhub CET Campus Lead
My role revolves around managing community events and improving the tech culture in our campus along with building strong community relations with students providing industry level opportunities and discussion.
Google DSC CET AI-ML Coordinator
I coordinate Machine Learning based events in our campus through GDSC CET through discussions, planning and sessions with students.
Google Cloud Campus Facilitator
I successfully organized 30 Days of Google Cloud Program 2020 as campus facilitator and helped 71 students succeed in it.
I was rewarded with a certificate from Google Cloud. Here is the Certificate
Certifications
Full list here >>
Deep Learning Specializtion
NLP in TensorFlow
Convolutional Neural Networks
NLP with Classification and Vector Spaces
Object-Oriented Data Structures in C++