Software Engineer in Data Science 🌐

Kunal Gehlot  • Peerlist

Made a WiFi controlled car, operated by ESP8266 Wemos D1 Mini and Arduino UNO, connected via I2C communication and an L298P Motor shield on top of it to drive the Motors.Used a self-made Laser cut chassis made of Acrylic and steel, drafted 

WiFi Controlled car

Competed for Kaggle Titanic competition where I learned extensively about Data Cleaning and Feature extraction. Using a simple AdaBoost Classifier, I could prove how Data Cleaning can be an essential part of solving problems using Machine L

Kaggle: Titanic Machine Learning from Disaster

Voice Emotion Recognition using CNN with 86.43% accuracy amongst 7 emotions; Angry, Fear, Disgust, Happy, Sad, Surprised, Neutral

The database used: SAVEE and RAVDESS, take all the files from both of these and copy them into folder called 

Speech Emotion Recognition

I made a Goggle assistant controlled Room Lights system, and PIR controlled desk light, to create a high-tech work and study environment on my desk. I used the Wemos D1 Mini as the main controller (ESP8266) connected to Adafruit IO, which i

Home Automation

• Used a YOLOv3 model on a large aerial shot of a ground.
• Achieved an IOU evaluation of 89% with 0 false positives and minimum false negatives.

Pedestrian Detection using Deep Learning

A Flight delay prediction Model based on The flight delay and cancellation data was collected and published by the DOT's Bureau of Transportation Statistics. Using the Database of 5.8 Million flights of the United States. Using only Random 

Flight Delay Prediciton

An advanced solution to users around the world who find it difficult to navigate in places such as metro stations and airports. It aims to empower visually impaired with the help of beacon technology to identify the precise location of the 

Indoor Navigation For All (INFA)

The objective of this project was to design and construct an 8x8x8 LED cube, a three-dimensional grid of LEDs that can be used to draw shapes in 3D space. Each LED acts as a voxel, or volumetric pixel, and has the appearance of being indivi

8x8x8 LED Cube

Classifying Fake news using TfidfVectorizer

Fake News Detector

• Successfully scraped the data from a dynamic webpage with unconventional class naming.
• Scraped 640 reviews withing 5 minutes with Reviewer name, date, star, helpful count and full review.