Kartikeya Rana
Experience
Jr. AI Developer , June 18 - Present
- Worked on multiple software development and AI Projects which include Python and libraries like Pytorch, Tensorflow, Keras, Selenium, Pywinauto, Pytesseract.
- Audio QR using Deep Learning - Built a deep learning model which recognises a place/shop via its ambient sound. Filed a patent for the same.
- Qyeti - Built a solution which captures the invoice printed via point of sale (POS) software in a supermarket/retail shop.
- Alfred Chatbot - Built a chatbot via Dialogflow and python for quick serving restaurants (QSR) for order placement via text or voice.
- Fraud Detection in transactions - Built a neural network model using Auto Encoders to find fraud transactions done from merchant side.
- ToneTag device configuration software - Built a configuration software for ToneTag payment device using Python and pyserial library.
- Object Detection - Build an object detection model using Tensorflow.
- Optical Character Recognition - Build an ann model using convolutional neural network, recurrent neural network and CTC loss function to perform optical character recognition.
- Screen Reader - Build a solution to read data from system's screen on real time using python and pytesseract.
Vice President , 2017 - 2018
- Lead the core team of Entrepreneurship Cell to organise various events like Startup Weekend Dehradun, Annual Business Model Competition etc.
- Supported 14+ college startups by providing them workshops, mentors, VC meetings and investors.
- Created entrepreneurship environment among college students.
- Collaborated with different organisations like Industries Association of Uttrakhand, Young Indians, CII and Techstars.
- Promoted events ( both offline and online ) along with handling of E Cell website and Facebook page.
Machine Learning Intern, 28 May 2017 - 20 July 2017
- Developed chat bot for Jungle Lodges and Resorts, Karnataka.
- Worked on Wit.AI, API.AI, Microsoft Bot Framework, DynamoDB and Python Language.
Digital Marketing Intern, 19 June 2016 - 19 July 2016
- Promoted the organisation and its campaigns on several social media like Facebook, Twitter, Instagram.
Certificates
Convolution Neural Network (deeplearning.ai)
Improving deep neural networks: Hyper parameter tuning, regularization and optimization (deeplearning.ai)
Neural networks and Deep Learning (deeplearning.ai)
Machine Learning A-Z™: Hands-On Python & R In Data Science (Udemy)
ISO 27001:2013 Certified Lead Auditor (British Standards Institution)
Education
Bachelor in Technology
2014-2018
B.Tech in Computer science with specialization in Cyber Security and Forensics from University of Petroleum and Energy Studies, Dehradun
CGPA 2.76 / 4.0
Senior Secondary Education
2014
Completed 12th class from Jain Bharati Mrigavati Vidyalaya, Delhi ( CBSE Affiliated )
92%
Higher Secondary Education
2012
Completed 10th class from Jain Bharati Mrigavati Vidyalaya, Delhi ( CBSE Affiliated )
CGPA 9.6 / 10
Graduation Projects
Major Project II , Jan 2018 - April 2018
- VocabBuilder - A Personal Dictionary
- A chatbot which takes words from the user, display their meanings and store them so that user can revise them again, thus helps in building the vocabulary of the user.
Major Project I , Aug 2017 - Dec 2017
- E-Commerce Data Analysis
- Analysis of E-Commerce Data to find the customer behavior and fraud customers using Hadoop and Kebana.
Minor Project II , Jan 2017 - May 2017
- Weather Prediction
- Analyzing previous years' rainfall and temperature records of an area and predicting the rainfall for upcoming
days using Artificial Neural Network.
Minor Project I , Aug 2016 - Dec 2016
- Cryptography using Cellular Automata
- Generating best fitted pseudorandom sequences using cellular automata to perform encryption and decryption
in vernam cipher.
Skills
Technical
HTML / CSS
Python
Data Science and Machine Learning
JavaScript
PHP / MySql
MS Office
Adobe Illustrator
Adobe Photoshop
People
Management
Organizing
Leadership
Research
Achievements and Activities
- 1st prize in slogan writing competition organized by Gender Champion Club, UPES
- 1st prize in programming competition organized by Center of Information Technology, UPES.
- 1st prize in annual business model competition, UPES organized by ACM, UPES.
- Awarded 100% tuition fee scholarship for the year 2014-15 by UPES.
- Runner up - Call of Duty 4 Modern Warefare Multiplayer Competition, UPES.
- Organised Startup Weekend Dehradun 2017
- Organized Global Entrepreneurial Week India 2016 in Industries Association of Uttarakhand.
- Event Head of Mr and Miss Uurja’16.
- Event Head of Comedy Knights in Uurja’15.
- Member of Documentation Team of Uurja 2014.
- Served in the organizing committee of Startup Weekend, Dehradun 2014.
