Vedant Raut

About Vedant Raut

I am currently working as associate SWE at Accenture in the Data Science domain, leveraging Snowflake and Python to deliver scalable and data-driven solutions. With expertise in Machine Learning and Data Science, I bring hands-on experience in MySQL and advanced frameworks such as TensorFlow and Keras. I am also familiar with Big Data technologies like Apache Hadoop, Spark, and Kafka, enabling end-to-end data processing and analytics at scale.Successfully completed a research internship at DRDO, leading to paper presentation in HEMCE 2024 conference, and developed AI models with 98% accuracy. Selected for Amazon ML Summer School 2023 for advanced ML training. Demonstrated proficiency in scalable data solutions through projects like e-commerce big data pipelines and Quantum Machine Learning for cyclone intensity estimation. A distinguished graduate in Artificial Intelligence and Data Science, holding a First Class with Distinction. Published Research paper in 8th international conference CSITSS 2024.

Experience

1. Data Engineering, Management & Governance Associate

   Accenture

   Sep 2024 — Present · Pune, IN

   Customer Data Management System: Developed a system to unify fragmented customer data into a single source of truth using Python and Snowflake- Implemented fuzzy matching logic to proactively detect and prevent duplicate company records during data ingestion, reducing duplicates by 37.6%- Further implemented FAISS(Facebook AI Similarity Search) for better search and retrieval process- Built an NLP-based model with active learning to group companies under parent organizations, with a Streamlit interface enabling user feedback for continuous model refinement.>> Delivery Note Generator for OMS: Designed and developed an automated solution to generate standardized delivery notes using Python- Reduced generated PDF file size from 4 MB to under 200 KB, improving storage efficiency by 95% without compromising visual quality. Successfully deployed in a production environment and adopted by logistics team.>> Deployed a Snowflake + Open WebUI spare parts assitant chatbot using semantic files (Cortex Analyst), cutting wrong spare part requests by 40%.>> Worked on Order Management System Chatbot for order-related query handling for logistics teams by integrating Snowflake Cortex Analyst with Mendix, enabling natural language prompts to generate and execute SQL queries.>> Trained in Big data technologies like hadoop, apache spark, hive, talend data integration, apache kafka etc.

Education

• Ashok Vidyalaya & Jr. College

  Higher Secondary Education

• Savitribai Phule Pune University

  Bachelor of Engineering - BE, Artificial Intelligence and Data Science