Sumit Debnath

Background

About Sumit Debnath

Experienced Data Engineer & Analyst in the realms of data science, analytics, and data engineering. My track record includes making significant contributions to revenue growth exceeding US$10M through research & the creation of impactful promotional content. My Technical Proficiencies include: Data Engineering- Expertise in Data Architecture, Data Warehousing, Data Modeling, and ETL (Extract, Transform, Load) processes- Profound knowledge of Data Pipelines, Integration, and Governance, Microsoft Fabric, with proficiency in Apache Airflow. Data Science / Machine Learning / Deep Learning- Proficient in Python for Data Science, employing it for Data Visualization, Supervised and Unsupervised Learning Algorithms, ANN, CNN, EDA, Computer Vision, and NLP- Skillful in Feature Engineering, ETL, Feature Selection and extraction, Time Series Analysis, and comprehensive Data Analysis- Proficiency in Power BI & Tableau for impactful data representation. Mathematics for ML & DL- Adept in foundational mathematics for Machine Learning and Deep Learning, including Algebra, Probability, Statistics, & Calculus, as well as Metrics. Python Packages & Frameworks- Experienced in working with essential Python libraries and frameworks like Scikit-Learn, TensorFlow, Keras, NumPy, SciPy, Seaborn, Matplotlib, Pandas, and PySpark. MLOps Tools- Familiarity with MLOps tools such as ML Flow, CI/CD Pipelines, AWS, Azure, GCP, and GitHub for streamlined model development & deployment. Web Development- Proficient in HTML, CSS, and Django for web development, with a grasp of JavaScript fundamentals. Programming Languages & Databases- Proficient in Python, C/C++, JavaScript, SQL, and NoSQL, Athena- Skilled in working with databases including MySQL, MS Excel, MongoDB, Google Firebase, SnowFlake, AWS S3, EMR cluster, EBS & Amazon Relational Database Service (RDS), Azure Cloud Storage Cloud Deployment and Containers- Experienced in deploying applications and services using AWS Beanstalk, AWS EC2, Heroku, Netlify, Git, & Docker. I am truly passionate about translating intricate data into visually compelling insights and building resilient data pipelines. My approach to work is characterized by a commitment to excellence, collaboration, and continuous learning. I am actively seeking networking opportunities to engage with like-minded professionals in the field. Feel free to connect with me at devsumitdebnath@gmail.com. Let's explore how our shared dedication to data excellence can contribute to transformative outcomes. Best regards, Sumit Debnath