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adityamangal

Aditya Mangal

Aditya is an associate data scientist and electronic engineer who graduated from the Indian Institute of Information Technology (IIIT) Surat. Now working on artificial intelligence and computer vision to develop various algorithms for fintech software.

Projects

Home Automation

Automate your home and control it from anywhereFirebase, Arduino Uno, ESP8266 Wifi MCU

Smart Home

Home automation come at the fingertips of the userHTML, Bootstrap, CSS, JavaScript, Flask, TensorFlow, Keras, Machine Learning, Python, Computer Vision

Switchless Home Automation

Control your home at your fingertip from anywhere in the worldFirebase, Arduino Uno, Embedded C, ESP8266 Wifi MCU

Healthcare Using AI

Healthcare at FingertipsFlask, TensorFlow, PyTorch, Machine Learning, Deep Learning, REST API, Python, SQLAlchemy, Computer Vision, Artificial Neural Network

RoboDoctor

Your health assistant is at your fingertipsFlask, TensorFlow, PyTorch, Machine Learning, pandas, Deep Learning, Python, SQLAlchemy, Data Science, Database

D3

We care for you!TensorFlow, PyTorch, Deep Learning, Computer Vision, Mediapipe

Face Recognition Attendance System

Use of Deep Learning ,face is recognised and mark the attendance in Excel Sheet and send the data to databaseFirebase, Machine Learning, Deep Learning, Tkinter, Python

Smart budget Automation

This device control the lights and fans along with save the data of power consumption with the help of sensors and by use of Machine Learning ,device predict the budget.Firebase, Machine Learning, Internet of Things (IoT), ESP32

Eye Blink Detector to Avoid Accidents

During driving, our device can detect sleepiness by eye blinking if the driver feel drowsyRaspberry Pi, Internet of Things (IoT), Deep Learning, Computer Vision, Embedded C

Smart Agriculture System

With weather forecasting and monitoring of soil and farms, farming can be done in a smart wayInternet of Things (IoT), Microcontroller, Embedded C, NodeMCU IoT

Maze Solving Robot with obstacle avoiding system

Line follower Robot can solve any type of maze and also avoid obstacles during the pathInternet of Things (IoT), Ultrasonic, Microcontroller, IR Sensor, Embedded C

Printed Invoice Reader and Filling System

From any type of invoice, it can extract important information like GST number, seller name, Buyer Name, etcPython, Data Science, Computer Vision, Artificial Neural Network

Image Quality Assessment using Deep Learning

Save OCR execution cost by selecting documentsPython, Data Science, Computer Vision, Artificial Neural Network

Car Parking Solution

Simplifies the car parking solution without using any deep neural networkPython, Data Science, Computer Vision

Annotation tool portal

To make a dataset of handwritten words for the Handwritten OCR system.Flask, SQL, Python, AWS

Skills

Python
Artificial Intelligence
Computer Vision
Machine Learning
IoT

Experience

  • Energy Cloud Technology - Hardware Intern
    June 2019 - July 2019

    I got the experience of PCB designing with KI-CAD software and skill in hardware modules like ARDUINO,ESP-32,etc and done image processing with MATLAB and Data analysis with python.I also done project of Smart Agriculture Monitoring with Android app.

  • Haier India - Business Research Intern
    December 2018 - January 2019

    I had done Sales and Marketing with management system Internship in HAIER. I got the knowledge of management. I got exposure of hierarchy of company which shows what is the works done by different employees like branch manager, logistic manager etc.

  • TaxHeal.in - Machine Learning Intern
    November 2019 - April 2020

    Sharpeing skill in Machine Learning,Deep Learning,Computer Vision and Natural Language Processing

  • Eigenlytics Data Solution - Data Science and Image Processing Intern
    November 2020 - June 2021

    In
    this internshp,i worked on research assignments.Build a classifier for
    temple images for app using Tensorflow lite.Using of Data
    augmentation to create facial recognition with one image of person in
    Keras.Also innovate a facial attendance system.And using OCR and
    NPL,develop an invoice reader.

  • Eigenlytics Data Solution - Associate Data Scientist
    June 2021 - Present

    Working on various fields of artificial intelligence which include computer vision, deep learning, and natural language processing. Developed many algorithms for fintech software.