Hello, I'm

Dilip Jumani

Generative AI Leader | Practice Manager | Cloud & Modernization Expert

Generative AI focused IT leader with deep expertise in modern applications and AI-driven transformation, combining strategic leadership with hands-on delivery across enterprise cloud and modernization programs.

Portrait placeholder for Dilip Jumani

Areas of Expertise

AI, cloud, and modernization

Agentic AI (LLM, RAG, Vector Databases)
Project Management & Delivery
Agile Methodologies
Legacy System Modernization
Off Shore Team Development
AWS Cloud Architecture
Pre-Sales & Client Engagement

Featured Projects

AI, automation, and modernization work.

A curated mix of agentic AI systems, cloud-native automation, enterprise modernization, and practical digital products.

Project 01

Autonomous Financial Analyst Agent

Architected an autonomous financial analyst agent that orchestrates stock data, sentiment analysis, and RAG to deliver faster investment insights with behavioral safeguards and ranking logic.

Python LLM RAG Financial APIs Agentic AI
Financial AI agent concept

Project 02

Agentic Insurance Claim Validator

Built an Agentic RAG application using smolagents to automate auto-insurance claim validation with policy retrieval, contract lookup, and AI-driven decision recommendations.

Python smolagents RAG LLM Knowledge Base Flask
Insurance claim workflow

Project 03

YMCA Class Booking Automation

Developed and deployed a Playwright-based automation system on AWS EventBridge, reducing manual YMCA class booking effort by 80% through cloud-scheduled task automation.

Python Playwright AWS EventBridge Automation
Automation dashboard

Project 04

AI Resume Screening Platform

Engineered a resume screening platform for bulk uploads and smarter shortlisting with keyword matching, cognitive context recognition, and candidate filtering that improved selection accuracy by 50%.

Python Flask NLP Resume Parsing AI Matching
Resume screening interface

Project 05

LexAgent Legal Intelligence System

Developed a legal intelligence system that interprets rental laws, analyzes historical case outcomes, and reviews agreements for jurisdiction-specific compliance guidance.

Python Legal AI LLM Compliance Review RAG
Legal intelligence workspace

Project 06

YouTube Keyword Navigator

Designed a media search application that processes the YouTube videos, indexes target keywords, and returns clickable timestamps for direct playback navigation.

Python Flask Audio Processing Search Indexing JavaScript
Media keyword search application

Project 07

Automated Media Transfer Application

Built an automated media transfer application that locates requested content, orchestrates cloud uploads, and securely delivers files to the user's destination drive. Utilizing MCP and Claude Code, I implemented a tool-based architecture to handle the download workflow asynchronously, while seamlessly integrating Google Drive API authentication and file uploads. This project emphasized cloud-oriented, event-driven processes and ensured reliable status tracking across download and upload phases.

Python Automation Cloud Storage Workflow Orchestration
Cloud transfer workflow

Project 08

DualLens Analytics

Developed a RAG-based analytics platform that combines stock market data with AI-driven insights from enterprise documents to assess both financial performance and innovation readiness. Integrated financial APIs and LLM-based document processing to unify structured and unstructured data. Built a ranking system that provides a holistic investment view, enabling faster and more informed decision-making.

Python RAG Analytics LLM Financial Intelligence
Analytics intelligence dashboard

Project 09

E-commerce Platform for Watches & Prescription Glasses

Designed and deployed an e-commerce platform with a custom admin interface for managing product inventory and imagery, improving catalog control and day-to-day operations.

Flask E-commerce Admin Dashboard Inventory Management Cloud Hosting
E-commerce product showcase

Project 10

Serverless Web Monitoring & Alerting System (AWS Lambda)

Developed an AWS Lambda-based web scraper that continuously monitors a specific website for new movie releases. The solution tracks the last notified movie, compares updates every 10 minutes, and upon detecting new additions after a set period, triggers an immediate email notification. This automated workflow reduces manual monitoring and ensures timely alerts.

AWS Lambda Python Web Scraping EventBridge Email Alerts
Serverless web monitoring and alerting workflow

Project 11

Multilingual Audio Search & Timestamp Navigation System

Designed and developed a multilingual audio search application that processes English and Hindi audio files, extracts and indexes target keywords, and enables fast, accurate retrieval. The system returns clickable timestamps along with the exact transcript line where the searched keyword appears, allowing users to jump directly to relevant segments. This enhances content discoverability and provides intuitive navigation across multi-language audio data.

Python Flask Audio Processing Search Indexing Multilingual NLP
Multilingual audio search and timestamp navigation interface

Experience

Executive leadership with hands-on delivery depth

Experience spanning AI consulting, modern application practices, cloud architecture, and enterprise transformation delivery.

2025 - Present

Freelance AI/Cloud Solutions Architect

AI Consultant

Raleigh, NC

Partnering with organizations on AI strategy, prototype acceleration, solution architecture, and cloud-native delivery for practical enterprise adoption.

Shapes GenAI roadmaps that connect experimentation to production value.

Architects modern cloud applications and AI-enabled workflows.

Bridges business priorities, technical design, and delivery execution.

2021 - 2024

Insight Digital Innovations

ModApps Practice Manager

Raleigh, NC

Led a cross-functional team of 15 software engineers and architects to deliver large-scale digital transformation programs across AWS and Azure.

Owned end-to-end solution architecture from discovery through optimization.

Aligned strategy, delivery, modernization outcomes, and client engagement.

Mentored technical teams while driving enterprise-scale implementation quality.

Contact

Let’s build something meaningful with AI

If you're exploring agentic AI, cloud modernization, enterprise architecture, or delivery leadership, I’d be glad to connect.