Shubham Pratap Singh

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.

Skills

• 4+ years of experience in writing Python code to pre-process and analyze data to generate actionable insights.
• Experience in implementing and operating end-to-end machine learning and data processing pipelines.
• Sound knowledge of Kubernetes, Kafka, Pyspark, Git, Docker, basic cloud skills (AWS), and experienced in agile projects.
• Good understanding of basic Machine Learning Techniques (SVM, Logistic Regression etc) and deep learning algorithms (CNN, LSTM, Transformers)
• Experience in data science tools (e.g. pandas, sklearn, pytorch, keras)
• Image processing and computer vision (OpenCV, Mediapipe)
• Text processing and analysis (NLTK, Spacy, Transformers)
• Hand on experience with using MLOps tools to build Machine Learning production pipelines and model deployment.

• Machine Learining / Data Science / Deep Learning
• Computer Vision
• Natural Language Processing (NLP)
• Time series analysis
• Medical Imaging
• Generative models - VAE, GAN’s

Education

Community and social activity

Projects

This section contains awesome projects that I've developed:

Stock price prediction

Stock price prediction

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

Data Science Market Analysis

Analyze Skills and Backgrounds of Data Scientists From 1 Million Data-Related Jobs

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

Linkedin Analysis

Linkedin connection and Meassges analysed

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

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YOLO

Real-Time Object Detection

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

Medium articles anaylsis

What I Learned from Scraping 15k Data Science Articles on Medium.

Analysing medium articles metadata to get insights about what factors makes an article a good medium artcle.

Python NLP Text Analysis Visualisation WordCloud

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GOT characters graph

Visualising the relationship between GOT charcters

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

End to end data pipeline

Implemented data pipeline using Spotify API, Apache Kafka, Apache Spark Streaming and Streamlit

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