I started my journey learning front end development during my high school. Then following my passion, I graduated with Bachelors in Computer Science learning Java, C, C++ programming languages. I worked as software developer for one year with NIIT Technologies in APEX5, SQL and Java Spring Framework. I have been awarded twice for my outstanding performance. With the desire to advance in my field, I came to Germany for my Masters in Data Science. I am working as Data Science Trainee for Generali.
Dec 2018 - Present
University of Bonn
Oct 2017 - Present
Jul 2016 - Aug 2017
Apr 2015 - Jul 2015
Pandeypriya E Solutions
Apr 2013 - Jun 2016
Aug 2012 - May 2016
Computer technology is so built into our lives that it's part of the surround of every artist. I have done some projects from small data entry as freelancer to developing windows and android applications to designing complex machine learning models. I have done interships and training which helped me to enhance my skills and implement them in IT industry. I have rated myself in following skills on scale of 10.
During the summer school, I have presented my poster on Artificial Neural Networks. With many workshops, I have the chances to meet AI professional all over the world with an amazing experience of exploring the beautiful city of Udine.
June 2019, Udine, Italy
During the summer school, I worked with many famous datasets like airline, ship. We have guest lecuters from Microsoft staff members. Apart from that we were shown the heritage of Athens with social dinners.
July 2018, Athens, Greece
In the digital era, on average a user receives hundreds of mail per day of which many of them are irrelevant mails. There is lot of work going on in the field on classifiers but there is no definite algorithm or method available for email classification. This paper researches an approach to classify such mails so that user response time can be decreased with increase in efficiency using supervised learning techniques. We have experimented on the efficiency of prominent Naïve Bayes, Maximum Entropy and Support vector machine techniques by creating own dataset. The highest efficiency technique is used for developing the system. The well-known application of email classifiers are spam filters.
Published In - Issue 18 Volume 1
The course consists of introduction to google cloud and discussion about its core infrastructure like how to create virtual machines, servers, deploy our application.
The course consists of introduction to neural networks followed by development of complex convolutional network. I completed this with Honors.
Designing Recurrent neural networks and natural language processing with word embedding and lastly sequence models.
For this certification, I have to learn German, attend global awareness lectures and multiple summer schools in other university.
The projects are programming assignments that need to be done in Matlab every week. The projects are on: Anomaly Detection and Recommender System, Linear Regression, Logistic Regresssion, Neural Network, PCA and K-means, Support Vector Machine.
During the workshop, I have learned about preprocessing of texts via stopwords, lemmatization/stemming, supervised and unsupervised approaches to categorize texts.
I have learned about convolutional, deep convolutional and A3C and also worked on self driving car, doom and breakout projects using gym ai libraries.
I have learned about ANN, CNN, RNN, SOM, RBM and Autoencoders.I have worked on various dataset including the famous Movie lens dataset. All the projects can be checked on my github page.
I learned about Scala language from the drawing board. Also, I have implemented recommendation system project trained for movie rating dataset during the course which is available on my github.
I learned about the various concepts of natural language processing like tokenization, word2vec etc. Also, I have implemented chat bot project during the course which is available on my github.
I have attended 36th International Symposium on Computer Performance, Modeling, Measurements and Evaluation 2018 conference in Toulouse, France. Also, I have participated in Workshop on AI in networks.
I have learned about the various strategies that one can follow to get more followers on instagram and How to earn money from instagram.
During the course I have implemented lists, data frames, matrices. I have learned very famous method like apply( ), lapply( ), sapply( ) and writing own functions.
Implemenatation of many models like Kernel SVM, Random Forest, Decision Tree etc regression and classification models. Natural Language Processing (Sentiment Analysis) and Deep Learning (Cat and Dog Classification) problems.
I have undergone R Programming A-Z™: R For Data Science With Real Exercise course offered by Udemy in which I have processed various dataset and visualized them using graphs.
I have undergone Python Bootcamp: Zero to Hero course offered by Udemy in which I have made 2 projects. First one is Black Jack Game and other one is Black Jack Game.
I have done intercultural training offered by University of Bonn where I was taught how to cope through various problems that you face when going to other country.
I have opted for military training during my academics. During which I to go to Amity University, Gurgoan Campus there we have to accomplish different drills like rock climbing, para sailing etc.
I have worked as a trainee for a NGO where my duty is to teach any subject to poor childrens.
I pursued Winter Training at i3indya technologies on Ethical Hacking and Cyber Security where i have learnt how to overcome viruses and bugs in the system. I also learnt about cryptography and its methods.
This course is offered by Aptech, Bharatpur in which I participated and completed successfully. There i have been taught basics of java programming. During the course i have 6 hours of lab session which helped me to enhance my skills.
I have undergone Search Engine Optimization where i have learnt how to increase the rating of any website on google seach engine.
Altogether with SEO training, I have also undergone Data Processing where i have learnt how to process data and activities like data mining.