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a.i-search

Project descriptionBusiness Objective: An e-commerce company wants to build an algorithm to retrieve top 5 Question and answers based on the user given user input.

aiops-incident-impact-prediction

The dataset is having incidents raised by customers.Which contains an event log of an incident management process extracted from a service desk platform of an IT company.Using this log data,I created a model that will predict and classify the impact as High Medium and Low. Model was built using Uber's Ludwig framework

airo

A.I is used to optimize the conventional full-time sensor monitored zigzag motion of the line follower robot by training it in the same route. Here the path of the line follower is convoluted to find the anomalies and then these instances of anomalies (timeframe points) is used for creating a reward function.Then by using reinforcement learning , sensor detection timings , motion control parameters ( frequency, magnitude of each motor current) etc are optimized for fast and accurate movement

chatbot

A.I-Chatbot Mar 2020 – May 2020 Project descriptionBusiness Objective: An e-commerce company wants to build an algorithm to retrieve top 5 Question and answers based on the user given user input. Solution : The input given by the user is first cleaned and features extracted using 3 different algorithms. LSTM Deep Learning classifier will first identify the type of user question (Yes/No ,Open-ended , etc.) The second algorithm Gensim model will identify the 'Product' from the user user input , and the final K-means clustering algorithm will find the cluster in which the user input will fall . This three predictions are embedded to the user input and fed into Cosine similarity algorithm to find similar questions from the Tfidf vector space. See the deployed model in heroku http://aiquestionsearch.herokuapp.com/

confined-space-rescue

A device in IoT platform used to support confined space rescue operations. It is an integration of climbing mechanism, Sensors , Raspberry pi , and a self learning program in python for self-controlled movements in inaccessible areas.

cosine-similarity

Movie recommendation using Cosine similarly

engine-failure-detection

This is an experimental prject to predict engine failure using deep learning networks. Initial work is hosted in heroku

erpnext

Free and Open Source Enterprise Resource Planning (ERP)

expression

Real time recognition of facial expressions using Keras, Flask and OpenCV.

iamr2k

iiitfiles

iot-home

Convert home devices to IoT decvices using Raspberrypi

iot-home-control

An IoT project to automate your home devices using google assistant command - eg: "Hey Google Turn on/ off living room light" using Raspberry pi , particle.io and IFTTT

jaccardsimilarity

Flask app to find similar movies using Jaccard similarity

logistic_regression

Logistic Regression in R

magiskonwsa

Integrate Magisk root and Google Apps (OpenGApps) into WSA (Windows Subsystem for Android)

missingno

Missing data visualization module for Python.

nlp-classisfication

Text classification using Deep learning

nlp-for-malyalam

State of the Art Language models and Classifier for Malayalam, which is spoken by the Malayali people in the Indian state of Kerala and the union territories of Lakshadweep and Puducherry

projectfiles

pulse

flask web app to measure pulse (spo2 coming soon) using phone camera and flash

raspi-home

Local webserver for home device control over http

time-based-otp-django

zgeo

Geo Library for Amazon DynamoDB