Prateek Gaurav
Experienced data scientist with a strong background in data science, project management, machine learning, and natural language processing. Skilled in analyzing business needs, implementing process improvements, and utilizing data analysis for effective decision-making. Excels in fast-paced environments both independently and as a team player.
What I Do
Machine Learning & Neural Networks
Leveraging expertise in understanding business problems, I translate them into data science problems and create effective models using supervised, unsupervised, and deep learning techniques. My research experience includes working with RNN models like LSTM, GRU, Seq2Seq with attention, and transformers.
NLP & Data Analysis
I proficiently gather data from various sources (web scraping, cloud storage, APIs) and perform statistical analysis and feature engineering as part of data pre-processing. I utilize NLP techniques and EDA to make sense of textual and numerical data, employing tools like Python, R, Excel, and Weka to boost company revenue. My NLP expertise extends to sentiment analysis, topic modeling, text classification, information retrieval and recommendation systems.
Research and Content Creation
I actively engage in data science research, focusing on neural networks and other emerging technologies. My passion for sharing knowledge drives me to create content in the form of articles and YouTube videos, which cover various data science topics, techniques, and projects.
Data Visualization and Business Intelligence
Skilled in creating insightful dashboards that empower businesses to make better and faster decisions, I use Tableau, Power BI, and other tools for data visualization. I help businesses harness their existing data by generating insightful dashboards and reports using Tableau, Python, and Excel.
Big Data and Cloud Services
Experienced in working with big data tools such as Google BigQuery and Spark, I efficiently handle large datasets and perform complex analyses. I am adept at utilizing cloud services like AWS, GCP, and Azure to streamline data storage, processing, and analytics.
Education and Mentorship
As a mentor and reviewer, I have guided numerous students in Business Analytics and Predictive Analytics Nanodegree programs. I conduct weekly YouTube live webinars, teach relevant topics, and provide feedback on projects to ensure the successful completion of these courses.