Ankit M.

Background

About Ankit M.

Passionate about transforming data into actionable insights and building scalable, fault-tolerant data pipelines. With over 3. years of hands-on experience in data engineering and AI/ML development, I specialize in crafting end-to-end solutions for diverse industries like healthcare, telecommunications, and travel. Core Expertise: • Data Engineering: Proficient in Databricks Delta Lake, PySpark, Apache Flink, Airflow, AWS Glue, and Snowflake to streamline data extraction, processing, and ETL workflows. • AI/ML Development: Skilled in model training, real-time deployment, and fine-tuning using TensorFlow, PyTorch, and AWS SageMaker. • Data Visualization: Transforming complex datasets into meaningful visual insights using modern tools and frameworks. Selected Projects: 1. Customer Churn Prediction: Designed a dynamic data pipeline integrating AWS Glue, S3, and SageMaker for real-time customer churn analytics. Property Clustering in Singapore: Leveraged DBSCAN for property classification using geospatial data. License Plate Recognition: Developed a high-accuracy detection model with OpenCV and Haar Cascade. Sentiment Analysis: Built a logistic regression model to analyze hotel reviews with 88% accuracy. Innovative Applications: • Health Report Analysis Bot: Simplifies medical jargon into layman’s terms for better health literacy. • SEO Content Generator: Automates content creation for blogs, emails, and articles. Continuous Learner: Staying ahead in tech by exploring the latest in data science and AI advancements, contributing actively to the community. Let’s connect to discuss innovative data solutions and AI-driven insights!