Go lang developer

Surya Shukla  • Peerlist

Designed an Adaptive Learning model which conducts a psychometric test for students based on their skillset and personality. Clustered the results of the test using K-means algorithm to predict possible career opportunities. Gained experience in Machine Learning algorithms, Scipy, Scikit-learn libraries.

Career Prediction based on Psy

Worked with my team to make a chatbot using RASA framework and Python to help the participants of the fest get information about different
  events, competitions, and exhibitions, etc. Integrated weather, google search, etc. APIs in the chatbot to return information to the user.

ChatBot using RASA Framework:

● Did data cleaning and data preparing activities. Ran descriptive analytics on the prepared data and plotted tables, charts, and graphs
● Used K-means, Elbow technique, pandas, seaborn, matplotlib, sklearn, etc to do run the descriptive analysis and listed out the insights.
● Used the analysis of the above data to answer important business questions which can be found on the GitHub link.

Data Science project on Facebo

Created the project of designing a message encryption digital circuit with VHDL. Design and functioning based on Enigma machine used during World War II by Nazis. Created the code of the digital circuit with VHDL

Electronic Enigma

Made an Image captioning deep learning model which describes the image provided by the user using model trained on Flicker_8k dataset. Used ResNet50 CNN model to extract features from the image and RNN-LSTM to further predict their caption.

Image Caption Generator using 

● Made a news app that displays news summaries on a stack of cards, which can be swiped to view different news.
● Fetched the news data from news API and summarised it using an NLP model, and displayed it in the app on a stack of cards like UI.
● Used the test rank algorithm to rank the sentences of the news and displayed the top-ranked sentences on the app.
● Currently working on adding more functionality to the app like news search, bookmarking, and topic-specific news, and news in different languages.