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akhilsn.github.io

Technical Portfolio

audio-signal-processing

awesome-computer-vision

A curated list of awesome computer vision resources

carprices_model_drivingfactors_recommendations

Prediction of Car prices using Linear regression and RFE

competitive_programming

Contains solutions and codes to various online competitive programming challenges and some good problems. The links to the problem sets are specified at the beginning of each code.

computervision_ml

Projects on Face Detection, Face Recognition, Look-alikes..

coursework_audio_content_analysis

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

directory-cache-coherence

Simulator for an N-core distributed, directory-based cache coherency protocol

dlneuralnetwork

In this repo I have different Deep Leanrning projects that I have worked on so far. I keep on updating this repo.

exploratory-data-analysis-forecasting

To understand how data could be used to minimize the risk of losing money while lending to customers for a Consumer Finance Company by applying Exploratory Data Analysis techniques.The aim is to identify patterns through Univariate/ Bivariate analysis to establish the driving factors that are indicate the borrower's loan defaulting tendency, which may be used for taking actions such as denying the loan, reducing the amount of loan, lending (to risky applicants) at a higher interest rate, etc.

houseprice_advancedregression

A US-based housing company named `Surprise Housing` has decided to enter the Australian market. The company uses data analytics to purchase houses at a price below their actual values and flip them on at a higher price.

kaggle-projects

lyrics-conditioned-neural-melody-generation

ml-model-deploy-django-flask-

Deployment is a necessary part of ML project lifecycle. In this repo, I have projects on ML model building, followed by their deployment in Django or Flask.

mlapli

music-emotion-recognition

natural_language_processing

python-applications

In this repo, I plan to maintain some quick py app. ready to be imported.

rasa-chatbot

Chatbot using RASA framework

reinforcement-learning---cab-driver

rl_inventorymanagement

Here I add projects that I have done based on Q-learning algorithm. I am currently working on few such as Numerical TicTacToe, Cab Sharing Profit Maximizing. Will add these soon.

telecomchurn_multiplemodels

A huge dataset consisting of a telecom operator 'T' customer records for the months of June, July, Aug, Sept (2014). Objective is to find High Value Customers, label them with Churn/Not churn (based on certain criteria described later), make multiple models for predictions, and models to derive driving factors towards Churn.

temp

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