Arshdeep Singh Email & Phone Number

Texas, United States

Arlington, TX, US

• Conducted comprehensive research into big data analysis and data mining techniques within NoSQL (Graph) databases, culminating in the creation of inventive solutions for handling large graphs and Multilayer Networks.
• Enhanced mining algorithms for substructure discovery on large graphs, yielding a 46% speed improvement over the existingapproach and a 24% reduction in server resource utilization.
• Conceptualized a novel algorithm for discovering and ranking frequent itemsets in Homogeneous Multilayer Networks, achieving a 34% speedup. It was implemented using the map-reduce paradigm, employing distributed.

• Developed and implemented machine learning models using TensorFlow and Keras, achieving a 90% accuracyrate in predicting customer behavior, which informed targeted marketing strategies and improved conversion rates.
• Conducted extensive data preprocessing and cleaning using Python libraries like Pandas and NumPy, ensuring high-quality input data for machine learning pipelines, which reduced model training time by 30%.
• Designed and executed scalable data pipelines using Python, SQL, and Apache Airflow, consolidating diverse data from over 5 data sources into a centralized warehouse for real-time analytics.
• Optimized data loading and transformation in Amazon Redshift, leveraging Spark for preprocessing and employing parallel loading techniques, resulting in a 47% increase in data throughput..
• Orchestrated ETL workflows using AWS Step Functions, streamlining Spark scripts execution and enabling serverless automation, resulting in a 30% reduction in processing time.
• Engineered custom Kafka producers for seamless integration of streaming messages from REST applications to Kafka topics, resulting in a 60% increase in data flow efficiency.

Master Of Science - Ms, Computer Science

Bachelor Of Engineering - Be, Electronics And Communications Engineering