AI & Automation / Technical Delivery

I turn business problems into AI-powered workflows.

Senior Project Manager building practical AI and automation systems for real business workflows.

Neelesh Saini · Jaipur, India

system.flow live
  1. SourceCustomer
  2. InputInput
  3. ProcessingAI
  4. DecisionAutomation
  5. ActionBusiness Action
AI Systems
Building
Automation
Active
Projects
03
Focus
AI + Business Workflows

15–20

Team members led

4+

Years in IT / software

2

Business automation projects

AI

Current focus

01Selected Systems

Selected systems.

Real workflows. Practical automation. AI where it creates value.

02Approach

How I think about AI systems.

AI is one step in the workflow — not the whole point.

  1. 01

    Understand

    the business problem

  2. 02

    Design

    the workflow

  3. 03

    Add AI

    where it creates value

  4. 04

    Validate

    the output

  5. 05

    Automate

    the business action

03About

From quality to AI systems.

Testing taught me how systems break. Delivery taught me how teams ship. Now I build.

  1. 2021

    Capgemini

    Software Testing

    API / SQL / Automation

  2. 2023

    Foundation

    Technical Foundation

    Quality engineering & SDLC

  3. 2024

    Metablock

    Project Management

    Joined as Junior PM

  4. 2024+

    Metablock

    Senior Project Manager

    15–20 person teams

  5. Now

    Focus

    AI & Automation

    LLMs, n8n, agents

Technical Foundation

Testing / APIs / SQL / Automation

Leadership

15–20 person teams

Business

Clients / Stakeholders / Requirements

AI

LLMs / n8n / Workflow Automation

04Experience

Where the foundation came from.

Oct 2024 – Present● Current

Metablock Technologies LLP

Senior Project Manager

Team
15–20
Focus
Software Delivery
Responsibilities
Projects / Developers / Clients / Stakeholders
Scope
Joined as Junior Project Manager and progressed to Senior Project Manager. · Lead software project delivery. · Manage teams of 15–20 people. · Coordinate developers and technical teams.

Jun 2021 – Sep 2023

Capgemini Technology Services India Limited

Senior Analyst

Focus
Software Quality & Automation
Skills
API / SQL / Testing / Automation
Scope
Business requirements analysis. · Manual and automation testing. · API testing. · SQL-based data validation.

05AI Lab

AI Lab.

Currently building, testing and learning.

~/lab — status
  • ›AI Intent Router BuildingLLM + n8n
  • ›AI Lead Classifier BuildingLLM + CRM
  • ›AI Freight Quote Agent BuildingPython + LLM + Tools
  • ›LLM Evaluation Framework PlannedPython + Evaluation

06Tools

Tools I work with.

Hands-on Building Exploring

AI & Automation

  • LLMs
  • n8n
  • AI Workflows
  • Prompt Engineering
  • Intent Classification
  • AI Agents

Programming & Data

  • Python
  • SQL
  • Java
  • Data Analysis
  • Web Scraping
  • Machine Learning

Software Quality

  • API Testing
  • Automation Testing
  • Regression
  • Integration Testing
  • Selenium
  • Postman

Delivery

  • Agile
  • Project Planning
  • Risk Management
  • Team Leadership
  • Stakeholder Management

07Case Study — Project 01

From message to meeting.

Problem

Customer enquiries required manual responses and follow-up.

Solution

n8n-based WhatsApp workflow.

System — current

Built
  1. Customer Message
  2. WhatsApp
  3. n8n
  4. Product Information
  5. Customer Interest
  6. Meeting Availability
  7. Scheduling

AI Enhancement

AI Enhancement — In Progress
  1. Customer Message
  2. LLM Intent Detection
  3. Product / Meeting / General
  4. n8n Routing
  5. Business Action

08Engineering Notes

Principles I build by.

  1. N.01Automate repetitive work before adding complexity.
  2. N.02Use AI where ambiguity exists.
  3. N.03Keep deterministic business logic outside the model where possible.
  4. N.04Validate important AI outputs.
  5. N.05Human approval matters when actions have real business consequences.

Want the traditional version?

Prefer a quick overview? Download my resume.

Download Resume

09 — Contact

Let's build something useful.

Interested in AI automation, technical delivery or solving repetitive business workflows?