Hello!

I'm Nirob

AI Product Engineer

I build AI-native software products end-to-end: from idea and MVP to stable production systems. I have 7+ years of engineering experience, worked with YC-backed startups, scaled AI platforms to 20K+ users, and shipped features across web, mobile, and backend.

Nirob portrait look one
Nirob skydiving

7+

Years engineering

About

About Me

My focus is software industry execution: translating ideas into reliable products, shipping fast without sacrificing code quality, and evolving architecture as products grow. I specialize in turning ambiguous AI product ideas into production software. My work spans LLM integrations, retrieval workflows, mobile app delivery, and platform engineering. Alongside industry delivery, I actively explore AI reliability and detection research.

Name:

Syed Mehedi Hasan Nirob

Location:

Bangladesh (open to remote and relocation)

Email:

smh.nirob@gmail.com

Availability:

Open to senior AI engineering and founding engineer opportunities

9+ projects complete

Resume

Resume

AI-first experience across startup products, platform systems, and rapid delivery environments.

2024 - Present

Senior Software Engineer

Re:cruit

Shipped multiple AI-native products across web and mobile, leading implementation from backend schema to production UX.

  • Built Thybrid: AI workout-generator chatbot with community features and responsive interfaces.
  • Led Awaken mobile app engineering (Expo) and supported the first paying customer milestone.
TypeScriptNext.jsReactExpo

2023 - 2024

Founding Engineer

Re:tune

Led core platform engineering and scaled the product to 20,000 users with production-grade AI capabilities.

  • Built chatbot data ingestion and embeddings pipelines for data-trained assistants.
  • Implemented multi-model AI responses with OpenAI, Anthropic, and Google providers.
TypeScriptReactNode.jsLLM APIs

2022

Software Engineer

Gerald (YC W21)

Redesigned mobile UX and launched growth-oriented features that helped increase installs by about 10%.

  • Modernized Android and iOS user journeys for faster onboarding and better retention.
  • Shipped product improvements under rapid startup release cycles.
React NativeTypeScriptMobile UX

2021

Software Engineer

Replo (YC S21)

Contributed to early MVP and core architecture for a visual commerce page builder platform.

  • Built visual editor and drag-and-drop builder features for Shopify-focused workflows.
  • Improved stability and scaling during early high-iteration product development.
ReactTypeScriptShopifyNode.js

2020 - 2021

Software Engineer

AnyConnect

Worked on IoT video platform engineering for connected smart camera and Video PaaS workloads.

  • Built and improved service components supporting IoT video product delivery.
  • Collaborated on backend integrations and production reliability enhancements.
JavaScriptNode.jsREST APIsIoT

2019 - 2020

Software Engineer

iPay Systems Ltd

Delivered fintech product features and backend services for a growing online payment platform.

  • Implemented API capabilities used by internal and customer-facing services.
  • Contributed to production delivery in a compliance-sensitive fintech context.
C#REST APIsSQLFintech Systems

2018 - 2020

App Developer

AlgoMatrix

Started career building a content aggregator iOS product from scratch and shipping it to the App Store.

  • Built iOS app architecture and released production builds end-to-end.
  • Designed RESTful APIs to support mobile and web clients.
SwiftObjective-CREST APIsiOS
Services

Services

How I help software products move from idea to stable execution.

AI Product Delivery

Ship AI-native product experiences from prototype to stable production releases.

LLM Workflow Engineering

Design retrieval, prompt orchestration, and multi-model flows that deliver reliable user value.

AI Platform Architecture

Build backend foundations for data ingestion, embeddings, and scale-ready inference pipelines.

MVP Delivery

Rapid validation builds without compromising long-term code quality.

Startup Execution

Hands-on engineering support for fast-moving founders and lean teams.

Research-to-Product Thinking

Apply practical AI research thinking to product decisions, quality checks, and roadmap choices.

Skills

My Skills

AI and product engineering stack grouped by execution domain.

AI Engineering

LLM Integrations
Embeddings + Retrieval
Prompt/Workflow Orchestration
RAG Pipelines
Multi-Model Routing
AI Evaluation
Agentic Workflows
AI Product Evaluation

Frontend

React
Next.js
TypeScript
Tailwind CSS
Framer Motion
Design Systems
State Management
Frontend Performance

Backend

Node.js
REST API Design
Database Modeling
Serverless Functions
PostgreSQL
Prisma / ORM
Auth + RBAC
Realtime Systems

Mobile + Delivery

React Native / Expo
GCP
Docker
CI/CD
Firebase
GitHub Actions
Vercel Deployments
Monitoring + Logs
Projects

My Projects

AI platforms, MVPs, and production-ready projects from startup execution.

10Xlaunch visual

Growth

10Xlaunch

Person-level visitor identification and enrichment workflow with Slack lead delivery. Reached 888 signups, 260 installs, and 14K leads; Product Hunt Product of the Day and Week.

TypeScriptAutomationSlack API
Open project
Re:tune AI Chatbot Platform visual

AI

Re:tune AI Chatbot Platform

Core platform engineering for AI assistants: ingestion, embeddings, multi-model routing, and production workflows at startup scale.

LLM APIsEmbeddingsTypeScript
Open project
Thybrid AI Workout Coach visual

AI

Thybrid AI Workout Coach

AI workout generation chatbot and community experience shipped for web and mobile users.

ExpoReactTypeScript
Open project
Awaken Mobile App visual

Mobile

Awaken Mobile App

Led mobile engineering delivery for a startup product and helped secure the first paying customer.

ExpoReact NativeTypeScript
Open project
Sierra Romeo AI Backend visual

AI

Sierra Romeo AI Backend

Designed backend schema and server functions for an AI-driven product workflow at Re:cruit.

Node.jsPostgreSQLServer Functions
Open project
Replo Visual Commerce Builder visual

Frontend

Replo Visual Commerce Builder

Early-stage visual editor and drag-and-drop feature development for a Shopify-focused no-code builder.

ReactTypeScriptShopify
Open project
Jetson Workforce MVP visual

SaaS

Jetson Workforce MVP

Built MVP as sole full-stack engineer, delivering end-to-end product foundation from scratch.

ReactNode.jsTypeScript
Open project
Osmind Clinic Portal Modernization visual

Frontend

Osmind Clinic Portal Modernization

Modularized frontend architecture and built reusable components to speed up feature delivery in healthcare workflows.

ReactTypeScriptDesign Systems
Open project
Language Identification from Text visual

AI

Language Identification from Text

Applied Multinomial Naive Bayes and Logistic Regression with character and word n-grams to predict sentence language on DSL data.

PythonScikit-learnNLP
Open project
Publications

Selected Reasearch in AI

Research work connected to AI reliability and machine-generated content analysis.

IEEE ICCIT · 2017

Question classification using support vector machine with hybrid feature extraction method

Published

View publication

IEEE ICCIT · 2025

Handcrafted Feature Fusion for Reliable Detection of AI-Generated Images

Submitted

IEEE ICCIT · 2025

Whitespaces Dont Lie: Feature-Driven and Embedding-Based Approaches for Detecting Machine-Generated Code

Submitted

20K+

Platform users served

3

YC startups shipped

7+

Years experience

2

IEEE AI papers submitted

I'm Available for AI Product Builds

I help founders and teams ship AI-enabled products quickly across web, mobile, and backend systems.

Contact

Contact Me

Let's discuss your product, roadmap, or engineering challenges.

Email

smh.nirob@gmail.com

Phone

+880 1738-705-880

LinkedIn

Open profile

Send me a message