Applied AI Engineering — LLM Agents, RAG & Cloud

Production AI agents & RAG systems, shipped in weeks. 

I build LLM agents and RAG pipelines that survive production — not demos. Twelve shipped systems across enterprise AI, recruitment automation, and agri-tech, taken from architecture to deployment on AWS.

12

Shipped to Production

4.5+

Years in Applied AI

8

Client Companies

Trusted by innovative teams worldwide

AgrigateTwin FlowMuslim BanglaMelbourne LimolinkDucorpPermisgoScience MasterWellteamAgrigateTwin FlowMuslim BanglaMelbourne LimolinkDucorpPermisgoScience MasterWellteam

By the Numbers

Numbers I can back up

Every figure below maps to named projects and clients you can ask me about.

0

Projects Shipped to Production

0.5+

Years Building Applied AI

0

Client Companies Served

What We Build

AI systems built to run in production

Not demos. We design, build, and deploy the agents, retrieval systems, and infrastructure that power real products — from architecture to launch.

AI Development

Custom machine learning pipelines, computer vision, and predictive models engineered for production scale.

Learn more

Generative AI

RAG systems, fine-tuned models, and content generation workflows tailored to your business domain.

Learn more

LLM Integration

OpenAI, Claude, and Gemini integrations with secure APIs, prompt engineering, and cost optimization.

Learn more

AI Agents

Autonomous agents with tool use, memory, and orchestration for complex multi-step business workflows.

Learn more

Web Applications

High-performance React and Next.js applications with SSR, real-time features, and enterprise security.

Learn more

Mobile Apps

Cross-platform Flutter and native mobile experiences with offline support and seamless API integration.

Learn more

Enterprise Software

ERP modules, multi-vendor platforms, and mission-critical systems built for millions of users.

Learn more

Cloud & DevOps

AWS and Azure infrastructure, Kubernetes orchestration, and CI/CD pipelines that reduce costs by 40%.

Learn more

Automation

Workflow automation with n8n, event-driven architectures, and RabbitMQ for reliable async processing.

Learn more

UI/UX Design

Product design systems, user research, and interfaces that balance aesthetics with conversion.

Learn more

MVP Development

Rapid prototyping and launch-ready MVPs that validate ideas fast without sacrificing architecture.

Learn more

Dedicated Teams

Augment your team with senior engineers who integrate seamlessly and deliver from day one.

Learn more

Industries

Deep expertise across sectors

We understand the unique challenges of your industry and build solutions that meet regulatory and business requirements.

Healthcare

HIPAA-compliant platforms, patient management, and AI diagnostics.

Finance

Secure fintech apps, payment systems, and real-time transaction processing.

Education

E-learning platforms, exam systems, and interactive learning experiences.

Government

Public sector digital services with strict security and accessibility standards.

Retail

E-commerce marketplaces, inventory systems, and customer engagement tools.

Manufacturing

IoT monitoring, supply chain optimization, and industrial automation.

Real Estate

Property platforms, booking systems, and data-driven market insights.

Logistics

Fleet management, route optimization, and real-time tracking solutions.

Travel

Booking engines, chauffeur services, and hospitality management systems.

E-Commerce

Multi-vendor marketplaces, payment gateways, and vendor analytics.

Technology

Built with modern, battle-tested stacks

We choose the right technology for scalability, performance, and your team's long-term success.

Mehvora
React
Next.js
TypeScript
Tailwind CSS
GSAP
Framer Motion
Redux Toolkit
Zustand
Python
FastAPI
Node.js
NestJS
Express.js
Django
RabbitMQ
BullMQ
Flutter
AWS
Docker
Kubernetes
Terraform
GitHub Actions
Redis
PostgreSQL
MongoDB
Prisma
LangChain
LangGraph
RAG
AI Agents
LlamaIndex
Hugging Face
n8n
ReactNext.jsTypeScriptTailwind CSSGSAPFramer MotionRedux ToolkitZustandPythonFastAPINode.jsNestJSExpress.jsDjangoRabbitMQBullMQFlutterAWSDockerKubernetesTerraformGitHub ActionsRedisPostgreSQLMongoDBPrismaLangChainLangGraphRAGAI AgentsLlamaIndexHugging Facen8n

Portfolio

Featured work with measurable impact

Enterprise-grade solutions delivered for agriculture, healthcare, education, and global markets.

Enterprise AI Business Assistant — Enterprise AI project
Enterprise AI

Enterprise AI Business Assistant

Enterprise AI platform for finance, operations, and executive decision-making — with CFO analytics agents, KPI monitoring, RAG over business knowledge, and natural-language reporting.

100K+

Daily API Volume

-30%

Deploy Time

10+

Agent Workflows

  • AI agents for CFO workflows, forecasting, and operational insights
  • RAG pipelines integrating vector databases and enterprise knowledge
  • Workflow orchestration with LangChain and LangGraph
  • Reduced manual reporting through natural-language data interaction
LangChainLangGraphNestJSPostgreSQLPython
AI Recruitment Automation — HR Tech project
HR Tech

AI Recruitment Automation

Autonomous multi-agent recruitment pipeline with zero manual intervention between sourcing and outreach — chained agents for sourcing, scoring, and intent classification.

98%+

Task Success

~65%

Prior Success

3 chained

Agents

  • Chained AI agents (Sourcing → Scoring → Intent) via LangChain function calling
  • Self-healing BullMQ queue with meta-validation for automatic failure recovery
  • LLM candidate scoring 0–100 against JD with 24h Redis caching
  • Intent classifier auto-routes replies to schedule calls or archive
Node.jsBullMQRedisMongoDBLangChain
Agrigate Multi-Vendor E-Commerce — Agriculture project
Agriculture

Agrigate Multi-Vendor E-Commerce

Next-generation agricultural marketplace with AI-driven recommendations, real-time price data, vendor-buyer chat, and an Agrigate AI agent for agriculture insights.

500+

Vendors

99.9%

Uptime

<200ms

API Latency

  • AI-powered vendor-buyer matching and marketplace intelligence
  • Secure multi-vendor payment flows and admin analytics
  • Real-time agricultural data and chatbot integration
  • Scalable NestJS APIs serving 100K+ requests/day
Next.jsNestJSPostgreSQLMongoDBLangChain
AI Smart Farming & Poultry Monitoring — Agriculture project
Agriculture

AI Smart Farming & Poultry Monitoring

AI-powered smart farming platform using IoT, computer vision, and edge AI for real-time poultry monitoring — with disease detection, mortality forecasting, and environmental alerts.

94%

Accuracy

50+

Edge Devices

1M+/day

Data Points

  • YOLO-based computer vision for real-time poultry monitoring
  • Predictive models for disease detection and mortality forecasting
  • Environmental monitoring (temperature, humidity, NH₃)
  • Automated alerts and real-time operational dashboards
PythonFastAPIOpenCVYOLOPostgreSQL

Our Process

Simple, smooth, and efficient

A proven methodology from discovery to ongoing support — designed for transparency and predictable delivery.

01

Discover

Understand goals, constraints, and success metrics through collaborative workshops.

02

Research

Analyze users, competitors, and technical landscape to inform architecture decisions.

03

Design

Create UX flows, system architecture, and technical specifications for alignment.

04

Develop

Build iteratively with agile sprints, code reviews, and continuous integration.

05

Deploy

Ship to production with zero-downtime deployments, monitoring, and security hardening.

06

Optimize

Measure performance, reduce cloud costs, and improve reliability at scale.

07

Support

Provide ongoing maintenance, feature evolution, and dedicated engineering support.

Our Team

Meet the leadership

The founders building Mehvora Labs with engineering depth and creative vision.

CO-FOUNDER

Naeema Jannat Meherunnessa

Director · Web Development

Co-founder of Mehvora Labs, leading our web development team with creativity, strategy, and a passion for building impactful digital experiences.

Naeema Jannat Meherunnessa, Co-Founder & Director at Mehvora Labs

FOUNDER

Faisal Mahamud

AI Engineer · Full-Stack · LLM · RAG · AI Agents · AWS

Applied AI Engineer and founder of Mehvora Labs with 4.5+ years building production-grade AI systems, LLM agents, RAG pipelines, and cloud-native platforms. Experienced across LangChain, LangGraph, NestJS, Python, PostgreSQL, Docker, and AWS — delivering solutions from architecture to deployment.

Faisal Mahamud, Founder & Lead Engineer at Mehvora Labs

Testimonials

Trusted by founders and enterprises

What our clients say about working with Mehvora Labs.

Mehvora Labs delivered a scalable platform that exceeded our expectations. Their proactive approach and technical depth made the entire process seamless.

Chris Withers

CEO & Founder, Klikit

Have an AI idea stuck at the prototype stage?

Tell us what you're building. On a free call we'll map the fastest path from idea to a production system your users can actually rely on.