Machine Learning

Pavan Kumar

**********@*****.***

+91-891*******

Bangalore

EDUCATION Post Graduate Programme (PGP), Artificial Intelligence And Machine Learning (2019 - 2020)

Great Lakes Institute of Management

Bachelor of Engineering (B.E), Electronics and Communication

(2015 - 2019)

National Institute of Engineering, Mysore

CGPA : 8.55/10

XII (Senior Secondary), Science

Year of Completion: 2015

BIEAP Board (Sri Chaitanya IIT Academy)

Percentage : 96.50%

X (Secondary)

Year of Completion: 2013

BSEAP Board (Deepti English Medium High School,hindupur) CGPA : 9.80/10

INTERNSHIPS IOT And Machine Learning

Nexus Edutech (Mysuru)

Jul 2018 - Aug 2018

* Designed and implemented "Smart helmet Project" based on server-client implementation to increase the safety of a bike rider using Raspberry Pi.

* Supported students to complete "Sepsis Detection using Machine Learning Project"

PROJECTS

Image Classification Using CNN

Jun 2019 - Jun 2019

https://colab.research.google.com/drive/1N_G_2Psb6oaeGCgljzDDlhW12VW6tgq8 As an Internship Assignment, I built a CNN from scratch using Keras to classify the images of a private dataset into 4 categories. I achieved an accuracy of 97.7% on training data, and all the testing images are classified correctly.

Identification of exon regions in DNA using signal proccessing Aug 2018 - May 2019

As a final year project I and my team applied various signal processing techniques like FFT,Digital filter and SVD and ML techniques to identify exon regions in DNA. I managed the entire programming tasks involved in the project.

Intrusion Detection using ML

May 2019 - May 2019

https://drive.google.com/drive/folders/10FPRGLyVZaK-e9U8wN6V- f3obVTog6Vy?usp=sharing

As a freelancer, I have done a project for a final year student group from mysore I applied used KNN to detect intrusion and K-means unsupervised algorithm to group based on type of attack using KDD99 dataset. SKILLS Python

Intermediate

SQL

Intermediate

Machine Learning

Intermediate

Data Analytics

Intermediate

Deep Learning

Intermediate

MS-Excel

Intermediate

Neural Networks

Intermediate

WORK SAMPLES GitHub Profile:

https://github.com/pavan130

Other Portfolio Link:

https://www.linkedin.com/in/r-pavan-kumar-33b582166/ ADDITIONAL DETAILS

Qualified in GATE Computer Science 2019 in first attempt Earned certificates and badges for statistics, Python for data science and Deep Learning from IBM's Cognitive class.ai

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