Nidal Siddique Oritro
Portfolio

Nidal Siddique Oritro

Senior Engineering Manager · Scalable systems & team leadership

Software engineering leader with ~15 years building highly scalable, maintainable systems that serve millions of customers. Currently leading engineering at Cheq, A 365 Retail Market platform — taking small to medium-size teams from project inception to complete delivery. I thrive on challenges and projects that give me the opportunity to learn new things.

My current focus is AI engineering — LLM-powered products, RAG pipelines, MCP-driven internal tools, supervised model training, and fine-tuning detection and language models for domain-specific use. I have been building with neural networks since my fleet-optimization days, and I write and speak on practical, spec-driven AI workflows.

Outside the day job, I run a mentorship program for early-career engineers and founded the Rajshahi Professionals Network.

On a personal level, I love DIY projects — I have a 3D printer and I'm building out my own workshop.

15+ Years in engineering
7+ Years leading teams
8 Industries served
Millions Customers served

Now

What I'm focused on these days
  • Leading engineering at Cheq, A 365 Retail Market platform — building scalable systems that serve millions of customers.
  • Running mentorship.bd — a mentorship program for early-career engineers, founded and running with students from the software development industry.
  • Founded the Rajshahi Professionals Network — a community of technology professionals in Rajshahi.
  • Building internal AI knowledge systems with RAG and MCP — making organizational knowledge actually retrievable.
  • Speaking and writing on practical AI engineering — spec-driven workflows over prompt-fishing.

Industry experience

8 industries

Transportation

Fleet management and logistics optimization systems

E-commerce

Scalable online retail and marketplace solutions

Fintech

Payment processing, financial management, accounting solutions

Education

Learning management and student tracking

Retail

Point of sale and inventory systems

CRM

Developing cutting edge CRM solutions

AI Usage

LLM-powered products, RAG pipelines, and MCP-driven internal tools

AI Model Training

Supervised model training, neural networks, and fine-tuning detection & language models for domain-specific use

Experience

Jan 2025 — Now

Senior Engineering Manager Now

Cheq, A 365 Retail Market platform

Leading some of the best software minds to build highly scalable and extremely resilient software solutions serving millions of customers.

Jan 2021 — Dec 2024

Lead Software Engineer

Montex Marketing LLC

Led a team of engineers to build and maintain CRM and eCommerce logistics solutions for a wide range of eCommerce verticals.

Feb 2020 — Sep 2020

Engineering Solution Consultant

ResponseCRM

Consulted and actively participated in the development of 3D Secure Payment Gateway and PCI Compliance for ResponseCRM's 200K+ customers.

Mar 2019 — Feb 2020

Senior Software Engineer

MonsterAds

Developed a custom CRM for affiliate marketing and lead generation with advanced reporting and analytics features.

Dec 2015 — Dec 2018

Head of Development Operation

United States Transit Funding, Inc

Led the team to develop a neural network based solution for fleet optimization, cost management, market analysis and route optimization.

Jan 2014 — Dec 2015

Senior Software Engineer

United States Transit Funding, Inc

Developed fleet data integration and reporting systems for large scale fleet management.

Feb 2013 — Jan 2014

Junior Software Engineer

United States Transit Funding, Inc

Helped develop a large scale fleet tracking system with fuel management and route optimization.

Tech stack

Backend

GoTypeScript / JavaScriptPHP (Symfony, Laravel)Node.jsPythonZig

Frontend

ReactVueSvelteTailwind CSSAstro

Infrastructure & Observability

DockerKubernetesPodmanAWSGrafanaAlloyLoki

AI & Data

LLMsRAGMCPFine-tuningSupervised Model TrainingNeural NetworksONNX

Talks & lectures

2025-11-05

Understanding AI - Deep dive behind the curtain

Cheq, A Cantaloupe Platform

A lecture on how to understand AI better and how it works.

Details
2025-06-28

AI for enhanced efficiency

Varendra University

A lecture on how to use AI to enhance efficiency in the workplace.

Details

Open source