Prashant R.

About Prashant R.

Passionate Machine Learning Engineer professional with 9 years of industry experience in Pharmaceutical, Telecommunication, Public sector and Automobile domain.Throughout my professional journey, I\'ve developed MLOps Pipeline, Data Processing Frameworks, Data Ingestion Frameworks, Data Pipeline Implementation, Data Lake, Data Warehouse all aimed at tackling various business challengesTechnical Skills• Language – Python, Pyspark, Scala, C++, SQL, Advanced SQL, Unix Shell Scripting. • Data Base – Oracle, PostgreSQL, MySQL, Cassandra, DynamoDB, Hive, Redshift, Presto, Snowflake, NoSQL.• AWS Services – S3, Lambda, EMR, Glue, EC2, RDS, Quicksight, Kinesis, Sagemaker, Athena.• Azure Services - Azure Data Factory(ADF),Azure Synapse Analytics, Databricks• GCP Service - Vertex AI Pipelines, Model Registry, Experimentation and Training• Orchestration Tools – Apache Airflow, Cron, ControlM.• ML models - XGBoost with SMOTE, LightGBM, CatBoost, Nixtla Framework, Prophet etc• Big Data Tools – Databricks, DBT, Deltalake, Microsoft Fabric, Hadoop, Apache Spark, Spark Streaming • CI/CD – GitHub, Gitlab, BitBucket, Bamboo, Docker, AWS ECS, Terraform.Certifications• AWS Certified Solution Architect Professional (11/2023 -11/2026)• AWS Certified Solution Architect Associate (12/2020 - 11/2026)• AWS Certified Data Analytics – Specialty (04/2021 - 04/2024)• SnowPro Core Certified -Snowflake (05/2021 - NA)• Microsoft certified: Azure Data Engineer Associate (08/2021 - 08/2022)• AWS Certified Cloud Practitioner (06/2020 - 11/2026)• AWS Certified Developer Associate (02/2021 - 02/2024)• Microsoft certified: Azure Data Fundamentals (07/2021 - 07/2022)• Microsoft certified: Azure Fundamentals (08/2021 - 08/2022)• Microsoft certified: Azure AI Fundamentals (08/2021 - 08/2022)• Microsoft Certified: Fabric Analytics Engineer Associate (07/2024 - 07/2025)I am passionate about learning new technologies and applying them to real-world scenarios. I aspire to be a leader and innovator in the field of data science and cloud computing. You can reach out to me for opportunity on p••••••••@gmail.com

Experience

1. Mlops Engineer

   Fractal

   Nov 2023 — Present · Mumbai, IN

   Leading a team of 4 developers to prepare features which helped in reducing the operations call volume by 60%.• Architected scalable Vertex AI MLOps pipelines with Model Registry and Feature Store, productionizing 50+ demand forecasting models to deliver daily low-latency predictions that improved inventory optimization and customer experience at enterprise scale• Designed and implemented a Migration Framework leveraging the OpenAI API to automate the assessment and conversion of code, facilitating the transition from Teradata to Pyspark code compatible with Azure Databricks, with the ultimate objective of seamless migration to the Azure cloud platform.• Orchestrated the development and execution of targeted communication campaigns to engage the designated audience which improved customer experience score. • Collaborated with cross-functional teams to gather insights and develop streamlined feature set, resulting in churning model accuracy improvements over time.

Education

• University of Mumbai

  Bachelor's degree, ECE

  2012 — 2016