MohammedAbrarHussain

Building production-ready AI systems that automate businesses and solve real-world problems.

Mohammed Abrar Hussain — AI Engineer
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Selected Work

Selected Engineering Work

Real-time Conversational Infrastructure

AI Voice Agent

An autonomous inbound/outbound phone agent achieving sub-800ms end-to-end latency. Integrates speech-to-text, LLM reasoning chains, and neural TTS into a single low-latency pipeline built for zero-downtime production environments.

Latency< 800ms end-to-end
ArchitectureEvent-driven microservices
Reliability99.9% uptime SLA design
WebRTC / SIP
Whisper STT
LangGraph
TTS Engine
Enterprise RAG on Messaging Rails

WhatsApp AI Assistant

Production-grade business communication agent operating inside WhatsApp. Handles customer queries, lead qualification, and appointment booking via a custom Retrieval-Augmented Generation pipeline grounded on company knowledge bases.

RAG PipelineHybrid semantic + keyword search
Scale10,000+ queries / month
Resolution85% autonomous resolution rate
WhatsApp API
n8n Orchestrator
RAG Pipeline
Qdrant / PG
Intelligent Process Automation

Workflow Automation & AI Invoice Generator

End-to-end business automation system integrating document intelligence with structured extraction. Generates, validates, and routes invoices autonomously using multi-agent orchestration and LLM-powered document parsing.

Document IntelligenceStructured LLM extraction
AutomationMulti-agent orchestration
IntegrationERP-ready REST pipeline
Document Input
LLM Extractor
Validator Agent
ERP / Output
Capabilities

Engineering Stack

Python

Python

Core Language
FastAPI

FastAPI

Backend Framework
Docker

Docker

Infrastructure
PostgreSQL

PostgreSQL

Database
Qdrant

Qdrant

Vector Database
Gemini

Gemini

Large Language Model
OpenAI

OpenAI

Large Language Model
Python

Python

Core Language
FastAPI

FastAPI

Backend Framework
Docker

Docker

Infrastructure
PostgreSQL

PostgreSQL

Database
Qdrant

Qdrant

Vector Database
Gemini

Gemini

Large Language Model
OpenAI

OpenAI

Large Language Model
Python

Python

Core Language
FastAPI

FastAPI

Backend Framework
Docker

Docker

Infrastructure
PostgreSQL

PostgreSQL

Database
Qdrant

Qdrant

Vector Database
Gemini

Gemini

Large Language Model
OpenAI

OpenAI

Large Language Model
Whisper STT

Whisper STT

Audio Intelligence
Kokoro TTS

Kokoro TTS

Audio Intelligence
Embedding Models

Embedding Models

Vectorization
LangGraph

LangGraph

Agent Orchestration
LangChain

LangChain

LLM Framework
n8n

n8n

Workflow Automation
RAG

RAG

Architecture
Whisper STT

Whisper STT

Audio Intelligence
Kokoro TTS

Kokoro TTS

Audio Intelligence
Embedding Models

Embedding Models

Vectorization
LangGraph

LangGraph

Agent Orchestration
LangChain

LangChain

LLM Framework
n8n

n8n

Workflow Automation
RAG

RAG

Architecture
Whisper STT

Whisper STT

Audio Intelligence
Kokoro TTS

Kokoro TTS

Audio Intelligence
Embedding Models

Embedding Models

Vectorization
LangGraph

LangGraph

Agent Orchestration
LangChain

LangChain

LLM Framework
n8n

n8n

Workflow Automation
RAG

RAG

Architecture
MCP

MCP

AI Protocol
REST APIs

REST APIs

Integration
Linux & Nginx

Linux & Nginx

Infrastructure
GitHub

GitHub

Version Control
Antigravity

Antigravity

Agentic Engineering
MCP

MCP

AI Protocol
REST APIs

REST APIs

Integration
Linux & Nginx

Linux & Nginx

Infrastructure
GitHub

GitHub

Version Control
Antigravity

Antigravity

Agentic Engineering
MCP

MCP

AI Protocol
REST APIs

REST APIs

Integration
Linux & Nginx

Linux & Nginx

Infrastructure
GitHub

GitHub

Version Control
Antigravity

Antigravity

Agentic Engineering
2019

SSLC

New Noble English High School

Score: 86.56%

Completed secondary education with a strong academic foundation in mathematics, science, and analytical thinking.

2021

Pre-University (PCMC)

Physics • Chemistry • Mathematics • Computer Science

Score: ~85%

Built strong analytical and logical problem-solving skills while developing an interest in computer science and software development.

2022 – 2026

Bachelor of Technology

Computer Science & Engineering

CGPA: 8.13

Studied computer science with a focus on software engineering, backend development, artificial intelligence, machine learning, databases, and cloud technologies.

Jan 2026 – May 2026

Data Science Intern

Prinston Smart Engineers

Duration: 5 Months

Worked on practical Data Science and AI-related projects while gaining industry experience in Python development, machine learning workflows, data processing, and real-world software engineering practices.

May 7, 2026

Professional Generative AI Certificate

Google

Completed Google's certification covering modern AI systems, large language models, prompt engineering, responsible AI, and production AI workflows.

May 27, 2026

RAG & Agentic AI Professional Certificate

IBM

Completed IBM's professional certification covering Retrieval-Augmented Generation (RAG), Agentic AI, vector databases, AI agents, and enterprise AI architectures.

June 2026

WhatsApp AI Assistant

Designed and built a production-oriented AI-powered WhatsApp assistant featuring Retrieval-Augmented Generation (RAG), intelligent business automation, lead qualification, appointment booking, and knowledge retrieval.

July 2026

AI Voice Agent

Designed and developed a real-time conversational AI Voice Agent with streaming speech recognition, large language model integration, natural voice interaction, and production-ready backend architecture.

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