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Konnichiwa πŸ™‹πŸΌβ€β™‚οΈ, I'm Rudra aka Hotson πŸ‘‹

Being a Pythonista πŸ‘¨πŸΌβ€πŸ’»

#!/usr/bin/python
# -*- coding: utf-8 -*-

class Coder:
    class DataScientist:
        role = "Data Scientist"
        frameworks_and_libraries = ["TensorFlow", "Pytorch", "Scikit-Learn", "HuggingFace", "Pandas", "Numpy"]
        programming_languages = ["Python", "R", "SQL"]
        skills = ["Data Engineering", "Explorative Data Analysis", "Models", "Computer Vision", "NLP", "Deploying"]
        software_and_cloud_services = ["Jupyter Notebook", "RoboFlow", "Tableau"]
    
    class SoftwareEngineer:
        role = "Software Engineer"
        frameworks_and_libraries = ["Flask", "NodeJs", "ReactJs", "Plotly-dash", "ChartJs"]
        programming_languages = ["Python", "JavaScript", "C++", "SQL"]
        skills = ["Data Structures & Algorithms", "Object Oriented Programming", "OS", "DBMS", "Web Development"]
        software_and_cloud_services = ["Docker", "GCP", "VSCode", "Git & GitHub", "PostgreSql", "MongoDB"]
        
    def __init__(self, name):
        self.name = name
        self.interests = ["Kaggling", "Competitive Coding", "Volleyball", "Hackathons", "Anime"]
        
    def sayHi(self):
        print(f"Yo, I'm {self.name}.")
    
    

coder = Coder("Hotson")
coder.sayHi()

  • πŸ€– I'm an AI Engineer at @Inito
  • 🍦Before that I was working as an ML Engineer at @IceCream Labs.
  • ⏳ Wanna know about my internships, I have interned as SWE intern and Data Scientist at @OpenMainFrame and @IceCream Labs respectively.
  • πŸ’¬ Now, after all that corporate talking, I am a guy who likes to kill time by doing something fun, and programming is one of them. If you wanna know more about me, connect with me on social media platforms πŸ˜‰

Connect with me:

Social Media

hotsonhonet hotsonhonet hotsonhonet hotsonhonet

Coding profiles

hotsonhonet hotson_honet hotsonhonet hotsonhonet/profile hotsonhonet/profile


Languages and Tools:

bootstrap chartjs cplusplus docker flask gcp go javascript mongodb nodejs opencv postgresql python pytorch react scikit_learn tensorflow


Hotson's GitHub stats


hotsonhonet's Projects

3d-zef icon 3d-zef

The full code base used for our 2020 CVPR paper "3D-ZeF: A 3D Zebrafish Tracking Benchmark Dataset"

codeflare icon codeflare

Simplifying the definition and execution, scaling and deployment of pipelines on the cloud.

covidwhatsapp icon covidwhatsapp

This is a WhatsApp chatbot that is built by flask and Twilio's messaging API

deepfacelab icon deepfacelab

DeepFaceLab is the leading software for creating deepfakes.

easybeat icon easybeat

A webapp that takes patients ECG readings from their wearable devices and uses a LSTM-based-Autoencoder to detect if there is an anomaly in their heart readings. If the data is abnormal, our tool will send the important data to the patient's electronic medical records and provide them with a simple β€œnormal” vs β€œabnormal” result.

facial-emotion-detector icon facial-emotion-detector

I have build a facial emotion detector web app. In this project, I used keras API with tensorflow as backend, OpenCV and flask. This project has 3 distinctive parts:- EXPRESSION REGRESSOR #Using keras I trained a model with images of 7 different facial expressions (happy, angry, sad, disgust, neutral, surprise, fear). During this model development, I faced class imbalance problem which I tackled with ImageDataGenerator. FACE DETECTOR #The next part was capturing images from my webcam and detecting faces. I accomplished this task by OpenCV's face detector (haarcascade_frontalface_default.xml). So, basically the faces that were detected were feeded to my expression regressor model and the predicted emotion were shown on the camera screen. MODEL DEPLOYMENT #The final part was model deployment, for which I used flask framework. An interesting thing about this project is that it also detect facial emotions in videos or images with just one line change in code.

first-order-model icon first-order-model

This repository contains the source code for the paper First Order Motion Model for Image Animation

fish_tracker icon fish_tracker

Fish Detection, Tracking and Counting using YOLOv3 and DeepSORT

genesegmenting icon genesegmenting

A simple script file to segregate exon units from a given genomic sequence

ivy icon ivy

The Unified Machine Learning Framework

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