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Hi I’m Shantanu Dave
Full-time Researcher, devotee Mathematician, Machine Learning enthusiast, AI and Robotic freak... Part-time Traveller, Photographer, and a Foodie!
Machine Learning, Artificial Intelligence and Embedded Systems are among my areas of interest. My CV/Blog is my document that contains some of the things I've done, I have learned, I enjoy and how I see myself evolving in the future. Please browse through the site to get an initial introduction to me, but there's still a lot more. Therefore, if you would like to learn more about me, please feel free to reach me anytime.
Home: Welcome
About Me
I am 25 years old, Three years back in 2018, I moved to Köln for my Master Studies. Probably one of the best decisions of my life. In November 2020, I finished my master degree on a good note and currently, I am looking for my first full-time opportunity. I have also gained work experience with some internships and working student jobs, which you can find in the Experience section. My near future plan to work hard and be a specialist in my areas of interest. During my free time, I love to ride a bicycle, cook and read about history and current trends.
Check my blog section to find more details on research work or follow my GitHub profile.
Home: Bio
Professional History
Work Experience
I find myself versatile and always inclined towards new and interesting projects that help me build my personal brand.
April 2020 - October 2020
AI Developer,
norm-projects, Köln
Working Student Position.
Technical development of the 'Funktion'- modular prototype (Smart wearable textile).
Research and Development of different electronic modules for (heating, light, several other sensor modules) along with Arduino Nano.
Research and Development of robust AI for hand gesture recognition with Sensor Data using Deep Machine Learning algorithms.
Dec 2019 - March 2020
Working student, HRS Group, Köln
Management of the rate loading process (data pre-processing and analysis) for corporate customers.
Support of international customers in solving rate loading related requests.
Investigate and support non-bookability situations (First Level Support)
Support ad-hoc requests due to the special circumstances of Covid-19
May 2016 - August 2016
Embedded Engineer Trainee, Robosapiens Technologies Pvt.Ltd
Research on AVR microcontroller ATmega8.
R&D of embedded system and robotics.
Research on emerging trends in Electronics.
Consulting potential clients.
Responsible for 1st round of Technical Interviews
March 2020 - August 2020
Master thesis, TH Köln
Developing 'AI-Sensor Bot' for detecting abnormal situationsin Producing Plants (Industries) using Machine Learning Algorithms
Used methods: Isolation Forest and LSTM autoencoder
Statistical analysis methods: ARIMA and control charts
Tools and Technology: Numpy, Pandas, Scikit-Learn, Plotly, Seaborn, Matplotlib, Tenserflow, Keras, MQTT, Jupyter Notebook, Arduino IDE
Programming languages: Python, C
Note: 1.3
Home: Experience
Academic Experience
My Studies
Master's in CSN,
TH Köln
March 2018Â - October 2020
Master's in Communication Systems and Networks
Main theme: Mathematics, Statistics, Machine Learning, Network Security, Communication Systems, Signal Processing, Cloud-based Software Systems, Reliable Systems, Programming in C and Python, Database Systems
Bachelor's in ECE, RTU
August 2013 - June 2017
​Bachelors in Electronics and Communications
Main Theme: C, Advanced Electronics, Basic Electronics, Embedded systems, Robotics, Micro-controllers (AVR, Arduino), Communication Systems, Raspberry Pi, IoT, Data Structures
Nano Degree, Udacity
January 2021Â - Ongoing
Nano Degree in Machine Learning Engineer
Software Engineering Fundamentals
deploy machine learning models to a production environment using Amazon SageMaker
​Machine Learning Case Studies
Home: Education
SKILLS
Knowledge & Expertise
Home: Text
Machine Learning
Statistical Data Analysis
Deep Learning
Python
C/C++
SQL
Tableau
Embedded Systems
Artificial Intelligence
Home: List
Language Proficiency
English
Advanced
German
Intermediate
Hindi
Native
Home: Skills
Certificates
Please scroll right to view other certificates as well.
Home: Text
Home: Pro Gallery
Contact
Home: Contact
Home: Blog Feed
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