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100_days_python

absenteeism_prediction

Predicting absenteeism of an employee. (Data Cleaning, preparation, feature engineering, classification)

akash-portfolio

anpr-surveillance

Automatic number plate Recognition built with various Object detection models and OCR for recognition and keeping track of vehicles in and out.

aqi_prediction_flask

audiobook_customer_convert_prediction

Predicting consumer behaviour, weather a person will convert into next customer or not. Classification problem solved by creating basic Deep Nets with tensorflow.

car_price_prediction

Predicting selling prices for Cars. Some EDA,Data Cleaning, Feature Engineering and regression models.

chest_xray_covid_azure

chest_xray_covid_detection

code_snippets

covid_forecasting_analysis

Beautiful, informative & interactive plots using plotly,etc and time-series forecasting using fbprophet on COVID-19.

credit-risk-modelling

Predicting weather a loan would default or not. Its more than just a classification problem. Generating scorecards,calculating expected loss, probability of default, LGD, EAD for each respective applicant.

customer_chrun_prediction_spark

Apache Spark: data cleaning, processing, feature engineering, model building, optimisation, evaluation in SPARK for customer churn prediction.

django-blog-site

face_mask_recognition

Real time video streaming face mask recognition. Transfer Learning MobileNet_v2.

flask-blog-site

gym-exercise-detection-and-counting

Pose Estimation and Exercise detection based RNN-LSTM based model trained to predict exercise based on previous frames, further repetition counting for respective exercise.

ineuron

Course codes, Assignments

iot-assettracking-perishable-network-blockchain

Use an IoT Asset Tracking device to record environmental sensor conditions to a Hyperledger Blockchain Perishable Network

ipl_predictions

IPL data analysis, various regression & classification models for cricket score prediction and winner predictions, build in Flask.

lending_club

Just Practising Spark! Some EDA, Cleaning with spark, sql, with python. Would work best preferably on Databricks for visualisation and respective commands restricted to databricks.

new-grad-positions

A collection of New Grad full time roles in SWE, Quant, and PM.

next-blogs

nlp-django-blog-app

Just a fully functional end-end Blog App built in Django with functional NLP Services(Text Summarization, Text Generation, QnA Bot, Sentiment analysis).

node-exp

opencv_mini_projects

portfolio-website

shredder-machine-accident-prevention

Solving Problem of Accidents with Garbage Shredder Machine with Object Detection. Look at Description for more details and examples.

streamlitapp

supply-chain-analytics-iot

Built and automated a flow for a particular supply chain scenario with multiple participants, built a solution using AWS IoT and few other services along with some location based APIs for geocoder and MAPs services.