Founder & CEO @ NeuroApp

Hi, I'm Tayab

I'm an Agentic AI & LLM Engineer specializing in designing and shipping production-grade AI systems — from Retrieval-Augmented Generation (RAG) pipelines and LLM fine-tuning to multi-agent orchestration with the Model Context Protocol (MCP). I architect and deploy scalable solutions on AWS (Bedrock, EC2, S3, CloudFront) using Node.js, FastAPI and Flask, backed by strong full-stack and mobile engineering experience with Flutter and Firebase. Passionate about turning complex AI research into reliable, production-ready applications.

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Skills

AI & LLM Engineering

Agentic AI & MCP LLM Fine-Tuning LLM Ops RAG LangChain Hugging Face Prompt Engineering YOLOv8 TensorFlow OpenCV Vector Databases

AWS & Cloud Infrastructure

EC2 ECS EKS Fargate Lambda S3 CloudFront Bedrock SES SNS Cognito

Backend & Databases

Node.js FastAPI Flask PostgreSQL DynamoDB MySQL Firestore Firebase

Mobile & Full-Stack

Flutter & Dart MVVM MVC REST APIs State Management Data Analytics

DevOps & Practices

Azure CI/CD Pipelines GitHub Actions Git & GitHub Elastic Beanstalk MVP Development Legacy Code Refactoring

Work Experience

Building and scaling an Agentic AI product studio, leading architecture for LLM-powered applications and production-grade AI automation.
Building production-grade Agentic AI solutions with Python, FastAPI, AWS Bedrock, MCP and Postgres/MySQL.
Delivered mobile and web apps, integrating YOLO-based detection models into full-stack Flask backends.
Worked as a multi-modality trainer, refining model outputs across text, vision and audio tasks.
Developed and deployed an LLM-based solution end-to-end using MongoDB, Python and Flask.
Taught advanced mobile app development to graduated engineers.
Developed and deployed Flutter applications integrated with custom ML models (YOLOv8, TensorFlow), including a road-defect detection app and a helmet-detection safety system. Integrated ChatGPT, Firebase and real-time WebSocket streaming into production mobile apps.

Projects

Trading Advisor & Bot

LLM, Agents, Insights & Support

LIV — Banking AI Assistant

LLM, Banking

SabaqAI — AI Student Assistant

LLM, MCQ Solving, Education

Hadith Retrieval System

NLP, Context Matching

Customer Complaints Classification

NLP, Classification

Entity Extraction from Medical Reports

NLP

Sentiment Analysis

Deep Learning, BERT, RoBERTa

Speech Emotion Recognition

Deep Learning, Audio & NLP

Mother Nature App

Flutter, OpenAI API, Firebase

Road Defect Detection using Drone & Dash Cam

Flutter, YOLOv8, ML

Object Detection for Visually Impaired People

Flutter, YOLOv8, TTS, WebSocket

Microplastic Detection & Classification

Computer Vision, ML

Pose Estimation & Joints Angle Calculation

Flutter, YOLOv8, WebSocket

Diabetes Prediction

LLM, Machine Learning

Abnormal Heart Activity Detection

Machine Learning

Smart Plant Incubator

IoT, ML Monitoring

Qd Balance — Fitness App

Flutter, YOLOv8, Social

Rain Prediction

Machine Learning

Best Site Detection for Solar Installation

Drones, Satellite Imagery, ML

Student Course Recommendation System

Flutter Web, ML

Fine-Tuning GPT-2 on Custom Data

LLM

Video Streaming via AWS S3 & CloudFront

AWS S3, CloudFront

Sales Forecasting and Inventory Management

Machine Learning

160+ Projects Delivered

Full case studies & GitHub repos available on request

Blogs

Medium

Check out my latest articles on Agentic AI, machine learning and mobile application development.

Read Articles

Tasks

Architecting and deploying Agentic AI and LLM-powered systems on AWS.
Developing and deploying Flutter applications with integrated machine learning models.
Teaching Flutter development and machine learning integration at various institutions.
Leading AI product development at NeuroApp.
Writing technical articles and sharing insights on Medium.