About me
Let's start with a short introduction! Hola ! ,I am Manpreet Singh ,pursuing B.Tech in
Electronics and Communication from GTBIT,IP University.
I have huge interest in Computer vision
and Machine Learning. I have worked as an intern in many
AI based companies and participated in Kaggle competition.
I am thinking of researching for my own Neural Network Architecture and building
some awesome end to end Projects.
Oh! and i love working out! 💪 .
Key skills: Python, Data Science, Computer Vision, NLP,Java and C/C++
Skills
Let me show you what I got!Data Science
I love playing with Data and to find essential information from it requires creativity and descision making. I use Python to empower my Data Science skills.
Computer Vision
Yet one of the Largest Data Source is Pictures, an matrix of values. I Love to play around Computer Vision problems.
Web Development
Not a Pro in web development but started to deployMachine Learningmodels. I usually work with Flask, HTML and CSS.
Some other skills
Python - C - C++ - Java - Arduino - Leadership
Projects
Because work profile matters the most
Medical AI
The project is pure AI based solutions to Medical problems. It includes Diagnosis and Prognosis tasks. Till now it has Machine learning algorithms for Brain Tumor segmentation,Pneumonia classification, Cataract prediction and Risk model
BrainTumor segmentation
This project takes brain MRI image and outputs the Tumor segmented image. It uses Densenet architecture and Image Processing techniques.
Game Controll computer vision
This is purely Computer Vision based project built on Python.
Chat Bot
This chatbot is based on NLP and trained on Custom dataset. This chatbot can talk to us whenever we feel sad or depressed, these technologies can help overcome anxiety and depression.
Pneumonia prediction
Pneumonia is an infection in one or both lungs. Bacteria, viruses, and fungi cause it. The infection causes inflammation in the air sacs in your lungs, which are called alveoli. This project uses Tensorflow to detect Pneumonia using X-ray as input.
Hall of Fame
Hardwork results in successMachine Learning Workshop
Technical Society of GTBIT hosted a "Three Day Machine Learning Workshop", where i along with my team spoke about AI technologies to more then 100 students.
Open Source
"Medical AI" in projects is a open source project started by me. Till now many people have started contributing to this. Hope we can take our Medical Science to a new level with power of AI.
Leadership
I have been a Leader for more then 20 students staring in Data Science or Machine Learning. In my Past internships I managed a team of more than 10 interns and worked as senior Data Scientist.