Welcome to my digital portfolio! I'm a Data Engineer with a passion for transforming complex data into impactful, business-ready solutions. From real-time data pipelines to AI-powered applications, I love creating systems that are as scalable as they are insightful.
With 5+ years of experience across finance, marketing, customer care, and enterprise platforms, I bring a cross-functional approach to every challenge. Whether it's designing ETL pipelines, orchestrating cloud workflows, or fine-tuning machine learning models, I aim to deliver clarity through data.
West Palm Beach, FL | June 2024 – Present
- Built real-time ingestion pipelines using Fivetran, AWS Lambda, S3, and Snowflake to support marketing and customer care analytics.
- Automated dbt + Sigma BI workflows via Prefect, cutting compute costs by 45%.
- Enabled Change Data Capture with Snowflake tasks/streams, improving efficiency and reducing redundant loads.
- Led admin/security roles in Snowflake and Sigma, managing key-pair auth and network policies.
Tampa, FL | Aug 2023 – May 2024
- Built an empathetic LLM-based chatbot using OpenAI GPT-3.5 Turbo to support coursework interaction.
- Created Tableau dashboards and Canvas-integrated analytics for 50+ student teams, improving engagement by 25%.
- Automated grading pipelines with Azure Data Lake + Canvas API, boosting student-instructor interaction by 55%.
India | Oct 2021 – Jul 2022
- Migrated 10TB+ from SAP ECC to S/4HANA Cloud via SAP BODS, saving $7M/year.
- Designed parallelized ETL with SCD Type 3 logic, reducing load time by 60%.
- Delivered financial data reconciliation, UAT test frameworks, and production automation tools.
India | Aug 2019 – Sep 2021
- Built master data automation workflows (85k+ mappings), eliminating 95% of manual processes.
- Consolidated SAP/non-SAP data sources into SAP BW and Snowflake, improving cross-platform reporting.
- Delivered award-winning reconciliation reports and dashboards across budgeting, finance, and master data domains.
Advanced ML/NLP Pipeline for Sentiment Analysis
Developed sophisticated ML/NLP models to predict movie ratings from user reviews using BERT transformers combined with Random Forest algorithms. Achieved 85%+ accuracy in sentiment classification.
Computer Vision with Vision Transformers
Implemented state-of-the-art Vision Transformer (ViT) model achieving 98% accuracy on waste classification tasks. Contributes to environmental sustainability through AI-powered waste management.
LLM-Powered Educational Assistant
Built an emotionally intelligent chatbot using GPT-3.5 Turbo for educational support. Integrated advanced prompt engineering techniques to provide empathetic, context-aware responses to student queries.
Business Intelligence & Visualization
Created comprehensive analytical dashboards providing visual insights from real estate and gaming datasets. Implemented complex data transformations and interactive visualizations for stakeholder decision-making.
- ETL/ELT Pipelines | Data Warehousing | Change Data Capture (CDC)
- Real-time Streaming | Data Orchestration | Data Quality & Governance
- Machine Learning Ops | Natural Language Processing | Computer Vision
- API Development | Microservices | Container Orchestration
- 💰 $7M+ Annual Savings achieved through SAP migration and optimization projects
- 📈 45% Cost Reduction in cloud compute expenses through workflow automation
- 🚀 95% Process Automation of manual data mapping workflows
- 📊 25% Engagement Increase in educational platforms through analytics dashboards
- ⚡ 60% Performance Improvement in ETL processing times
🎓 Master of Science in Computer Science
University of South Florida | Tampa, FL | 2024
Focus: Data Engineering, Machine Learning, and AI Systems
🎓 Bachelor of Technology in Computer Science
GVP College of Engineering | India
Specialization: Software Engineering and Data Structures
I'm passionate about:
- 🔄 Building scalable data pipelines and ETL systems
- 🤖 Implementing AI/ML solutions for business problems
- ☁️ Designing cloud-native architectures
- 📊 Creating impactful data visualizations and analytics
- 🚀 Mentoring and knowledge sharing in the data community
Let's collaborate on:
- Data Engineering Projects | AI/ML Initiatives | Open Source Contributions | Technical Mentoring
⭐ If you find my work interesting, consider giving my projects a star! ⭐