top of page

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.

IMG_20190426_151009_284.jpg
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.  

IMG_20201001_185954_542_edited.jpg
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

to other projects
Home: Experience

Academic Experience

My Studies

Master's in CSN,
TH Köln

March 2018 - 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 2021 - 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
Bookshelf

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

  • LinkedIn
  • Twitter

Thanks for submitting!

Home: Contact
Home: Blog Feed
bottom of page