Data Scientist with 3+ years of broad experience in building data-intensive applications. Experience in predictive modeling, data processing, and ML algorithms, as well as scripting languages like Python. Passionate about building models that fix problems. Actively looking for internships and full-time roles in the field of Machine Learning and Data Science.
Working with image similarity and fine-tuning of in-place Deep learning models. Recenlty built an interface for template matching.
Developed ML based failure prediction models to assess failures of trade transactions. Also formalised and built a prediction tool for estimating the runtime of crucial batches of transactions.
Performed exploratory data analysis (cleaning, analysis, visualization) on the sales data of the retail client. Built an email classification and automatic support ticket assignment model. Created optimized and efficient SQL queries.
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This section contains awesome projects that I've developed:
Predict the stock prices based on historical stock prices of an organization and sentiment of tweets about the organization.
Python Time-series analysis Sentiment anaylsis API-handling
Overall market analysis of Data science is done (skills, education, degree, gender, location) in comparison to other data related jobs.
Python NLP Text Analysis Visualisation
Analysed my Linkedin connections (their job roles, companies they work in etc) and also the messages I received (i.e sentiment and frequently used words).
Python NLP Sentiment anaylsis Text Analysis Visualisation
Perform fast and real-time object detection on your own data on colab. YOLOv3 is extremely fast and accurate.
Python Computer Vision Object Detection Visualisation Segmentation
Analysing medium articles metadata to get insights about what factors makes an article a good medium artcle.
Python NLP Text Analysis Visualisation WordCloud
After reading the books in the series 'A Song of Ice and Fire' by G. R. R. Martin, as a true fan of Game of Thrones, you might be curious about who is the most influential person in Westeros. Or you know that Eddard Stark and Randyll Tarly are connected but not quite sure how exactly they are connected. Are they connected by a third, or fourth person?
Python Graph theory Visualisation
Created an end to end data pipeline using Apache Kafka and Apache Spark Streaming. Also performed song recommendation on the songs dataset retrieved from Spotify and built a dashboard using Streamlit.
Python Spark Kafka Data Engineering API Dashboard
This portfolio is built with by Shubham Pratap Singh.