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Dhaivat JambudiaData Engineer, Data Analyst, Analytics Engineer
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Data Engineer, Analytics Mentor & Founder at ExergicLabs, helping students and teams turn data theory into production-ready analytics and ML systems through project-based learning and real-world case studies. Mentorship focuses on building end-to-end data platforms—from raw ingestion to business-ready insights and deployed models.
Sessions are collaborative and practical: questions are encouraged, SQL and Python code is reviewed live, and every concept ends with a working pipeline, dashboard, or deployed model. Learning happens by building—students design schemas, build ETL/ELT pipelines, implement analytics layers, train models, and deploy data products using modern tools (SQL, Python, Airflow, dbt, Docker, cloud).
If the goal is career transition, analytics roles, or portfolio growth, each learner graduates with 2–3 production-grade data projects, a strong GitHub trail, and the confidence to explain data modeling, pipeline design, metrics logic, ML trade-offs, and performance optimization in interviews or client calls.
✅ Real product data experience Build end-to-end systems: ingestion pipelines, data warehouses, analytics layers, dashboards, and ML workflows using realistic business datasets (e-commerce, fintech, SaaS).
👉🏻 Production-first mindset Dockerized pipelines, environment configs, orchestration, data quality checks, and cloud deployment (AWS/GCP basics) so projects go beyond notebooks.
📦 Guided portfolio development A curated roadmap to deliver 2–3 credible, role-aligned projects (Data Analyst, Data Engineer, or Data Scientist) that recruiters actually trust.
🤝 Friendly, hands-on mentorship Clear explanations, pair-programming, structured reviews, and interview-level discussions on design choices and trade-offs.
Subjects
Data engineering Beginner-Expert
AI & Machine Learning Beginner-Expert
Experience
Freelancer (Jun, 2024–Present) at Data scientist
I help startups and enterprises building Automated Data Pipelines, ETL/ELT, Analytics on data. I have experience building RAG pipeline, Data ingestion and production deployment.
Education
M tech (Aug, 2023–Jun, 2025) from Vellore Institute Of Technology, Vellore–scored 8.86