BASED IN
CALIFORNIA
I'm Ameya Kashid. I've moved from data analysis into data engineering and applied AI. My core strengths are SQL, Python, dimensional modeling (Kimball-style), and building cloud data platforms end to end: ingestion, transformation, modeling, and BI. Recently I've been building AI automation on top of data systems, including OCR/document intelligence and computer vision pipelines, plus LLM-backed workflows with guardrails for consistency.
MS in Information Systems & Technology
Data Science & Analytics • GPA: 3.925
Claremont Graduate University • Aug 2023 – Present
EC-Council Certified NDE
Network Security • Threat Analysis • Intrusion Detection
Risk Assessment • Incident Response
Experience
System Runtime
LIFE CHRONOMETER
WORKS
Insurance Analytics Warehouse
Centralized multi-source insurance data on Azure Synapse. Dimensional models improved reporting performance by 45%.
AI-Powered Risk Analytics
Azure Data Lake for raw insurance documents + Tableau dashboards for risk analytics and decision support.
CV + OCR Inspection System
YOLOv8 vehicle damage detection + OCR extraction from labels/plates/gauges. Fine-tuned LoRA VLM for accuracy.
Supply Chain Analytics
Snowflake warehouse + dimensional models for inventory, purchasing, vendor performance. dbt transformations to business-ready datasets.
Real-time Risk Monitoring
Lambda architecture supporting batch + real-time analytics on S3 data lake. Kafka and Spark Streaming for event processing.
LLM Fine-tuning & Deployment
Training and deploying DeepSeek, LLaMA, and T5 models for content generation at Lid Vizion.
Refugee Amenities Analysis
Spatial analysis of displaced population camps and amenities in Bangladesh using ArcGIS Pro and UNHCR datasets.
PFAS Spatial Visualization
PFAS pollution mapping and visualization using Tableau with spatial data analysis for environmental insights.
LIVE DEMOS
Interactive AI applications — some always online, some available by request.
DB-GPT
Talk to databases in natural language. Text-to-SQL, auto-generated charts, anomaly detection, and exportable analysis reports — all powered by LLMs.
RAGFlow
Upload PDFs and documents, ask complex questions, get cited answers grounded in your data. Production-grade RAG with agent templates.
Cloud-hosted demos — try them instantly, no request needed.
Text-to-SQL Playground
Type questions in plain English, get SQL queries and results instantly. Upload your own CSV or explore sample datasets.
Document Q&A
Upload any PDF and ask questions. AI reads the document and answers with context from the text — like having a research assistant.
Supply Chain Analytics
Interactive dashboard with KPI metrics, inventory tracking, and shipping performance. Explore real supply chain data with dynamic charts.
Cloud demos are always available • Heavy demos run on dedicated hardware (9am – 9pm PT)
SKILLS & EXPERTISE
Data Engineering
Cloud data warehouses, dimensional modeling, and ETL/ELT pipelines at scale.
- Azure Synapse / Snowflake
- dbt (data build tool)
- Kimball Dimensional Modeling
- Python / SQL / Java
Analytics & BI
Dashboards, statistical methods, and decision-support analytics tied to well-defined metrics.
- Tableau / Power BI
- Regression / Time Series
- Monte Carlo Simulation
- Excel (Advanced) / SAS
AI / Machine Learning
Computer vision, OCR/document intelligence, LLM fine-tuning, and agentic AI workflows.
- YOLOv8 / Tesseract OCR
- Gemini / LLaMA / DeepSeek
- LoRA Fine-tuning
- Kafka / Spark Streaming
Cloud & Infrastructure
Cloud-native data platforms and infrastructure for analytics and AI workloads.
- Azure Synapse / Data Lake
- AWS S3
- SQL Server / PostgreSQL
- MongoDB
Cybersecurity
EC-Council certified. Network defense, threat analysis, and incident response.
- Network Security
- Threat Analysis
- Intrusion Detection
- Risk Assessment