Available for opportunities · Bahrain

MUHAMMED
FAYIZ

Agentic AI Engineer & Architect · Full-Stack Developer · Data Engineer

N8N Expert FlutterFlow RAG Systems ELK Stack 4+ Years Firebase LLM Integration
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AI AutomationFull-Stack DevelopmentData EngineeringN8N WorkflowsFlutterFlowLLM IntegrationRAG OperationsELK StackFirebaseDjango RESTKubernetesDockerElevenLabs TTSCloud Architecture AI AutomationFull-Stack DevelopmentData EngineeringN8N WorkflowsFlutterFlowLLM IntegrationRAG OperationsELK StackFirebaseDjango RESTKubernetesDockerElevenLabs TTSCloud Architecture
01

ABOUT

MF

"Building intelligent systems that think, learn, and deliver."

Results-driven Full-Stack Developer and AI Automation Engineer with 4+ years of experience building scalable mobile and web applications and AI-based innovative solutions.

Specialized in FlutterFlow, Firebase, and AI workflow automation with proven ability to independently deliver end-to-end self-architected solutions from concept to deployment.

Strong expertise in data engineering, modern development tools, and creating innovative AI-powered automation workflows that reduce manual overhead and accelerate delivery.

4+
Years Exp.
15+
Projects
Top Contributor
Personal Info
Nationality Indian
Location Budaiya, Bahrain
Date of Birth 1st June 2002
Marital Status Single
Gender Male
Experience 4+ Years
Soft Skills
Time Management Problem Solving Critical Thinking Self Learning Adaptability Team Leadership Effective Communication Creativity & Innovation Efficiency Under Pressure Decision Making
Languages
Malayalam
Native
English
Professional
Tamil
Professional
Arabic
Elementary
Hindi
Elementary
02

SKILL WORKFLOW

EXECUTE
WORKFLOW
🤖
Agentic AI Engineering
Autonomous Agents · Multi-Agent · LangChain · RAG · LLM
Autonomous AgentsMulti-Agent SystemsLangChain/LangGraphTool Use / Function CallingMemory SystemsVector StoresAgentic RAGReAct / CoTOpenAI AssistantsN8N AdvancedClaude AIChatGPTElevenLabsRAG OpsHITLTTS-STT
📱
Mobile & Web
Flutter · React · Firebase · Django
FlutterFlowDartReact JSFirebaseDjangoDjango RESTHTML5CSS3Bootstrap 4-5JavaScriptjQuery
📊
Data Engineering
ELK · Kafka · K8s · Prometheus
ElasticsearchLogstashKibanaKafkaDockerK8sPrometheusGrafanaFilebeatMetricbeatShell Scripting
🗄️
Backend & DB
Python · PostgreSQL · AWS · Nginx
PostgreSQLMongoDBMySQLAWSSupaBaseNginxGunicornLinuxDigitalOceanDB Router
⌨️
Core Languages
Python · Java · C++ · C
PythonJavaC++CJavaScriptDart
🎨
Design & Tools
Figma · Git · Ngrok · AsciiDoc
FigmaPhotoshopGitGitHubGitLabNgrokAsciiDocDashboard Creation
💳
Payments
Gateways · Webhooks
PayPalRazorpayTwilio
Deploy
Concept → Production
End-to-End Delivery
← →Scroll to pan workflow
03

JOURNEY

Work Experience
Education & Training
2019
🎓 Education
Jun 2019 – May 2021
Higher Secondary Education
Koodathai St Marie's Higher Secondary School · Kerala, India
Completed Higher Secondary with Computer Commerce, establishing foundational knowledge in computing principles and business studies.
Computer CommerceKerala Board of HSE
2021
🎓 Education · Training
Jun 2021 – Feb 2022 · 8 months
BroCamp Coding Internship
Brototype · Calicut, Kerala, India
Intensive full-stack coding internship covering Python Django and React JS. Capstone project: Triple Hash — a production-grade e-commerce watch store with admin/customer modules, OTP authentication, PayPal payments, and deployed on AWS with Nginx. Also built Netflix Clone, ToDo App, and Pro Shope.
Python DjangoReact JSPostgreSQLAWSTwilioPayPalNginxFigma
2022
💼 Work Experience
Feb 2022 – Jul 2024 · 2.5 yrs
Senior Data Engineer
BT Group plc via Freston Analytics · Calicut, India
Led the D-tailer project extracting data from biometric attendance machines through complete ETL pipelines and data visualisation. Designed and built data pipelines for four major BT telecom projects: TraderVoice, GMV (Synergy), OrVEL CRE, and Galaxy CLS. Served as team lead for the administrator division. Conducted educational workshops for college students on data engineering. Acted as main face of the administrator team. Awarded Top Contributor 2022.
ELK StackKafkaDockerPrometheusGrafanaKubernetesShell ScriptingFilebeatMetricbeatAsciiDoc
2024
💼 Work Experience · Current
Aug 2024 – Present · Bahrain
Agentic AI Engineer & Architect / Full-Stack Developer
Codecraft Innovations W.L.L · Bahrain
Building end-to-end mobile applications and innovative AI automation workflows. Independently designed and deployed Appointment Management System, Trip Accountant, and multiple N8N AI pipelines. Created AI Voice Call Agent, Automated Content Sync Engine, YouTube Shorts Generator, Ads & Video Generator, and News Fetcher Bot integrating LLMs, ElevenLabs TTS, Twilio, Meta API, and Google APIs. Awarded Top Contributor 2025.
N8NFlutterFlowDartFirebaseLLM APIsElevenLabsRAGHITLTwilioFigma
NOW
04

KEY PROJECTS

🤖
AI · AUTOMATION
03
Automated Ads & Video Generator
N8N · WhatsApp · GPT-4o · ElevenLabs TTS · Twilio · FFMPEG

End-to-end advertisement video creation pipeline from concept to multi-channel distribution. Integrated AI-powered content generation with professional video rendering. Reduced video production time by 90% through intelligent automation workflows.

04
News Fetcher Bot
N8N · Twilio · WhatsApp · NewsAPI.org

Automated news retrieval bot responding to user queries via WhatsApp chat. Built using N8N workflows, Twilio API, and NewsAPI.org to fetch top news articles on user-provided topics. Designed end-to-end automation handling incoming chat messages, querying APIs, and returning formatted results.

05
Automated YouTube Shorts Generator
N8N · AI APIs · ElevenLabs · FFMPEG · NewsAPI.org

Fully automated workflow to create short videos from story data. Fetches top 5 news articles on user-provided topics, generates narration via AI TTS, renders video with FFMPEG, and distributes the output. Built for fast, reliable content delivery with dynamic storytelling through automation.

📱
MOBILE · FLUTTER
07
Trip Accountant Mobile App
FlutterFlow · Dart · Firebase

Mobile app for carrier vehicle owners to manage and track vehicle finances. Multi-account support to track income, expenses and generate reports per vehicle or driver. Features intuitive dashboards for monitoring vehicle performance and profitability. Built end-to-end from concept to deployment.

08
Workers-Hub Platform
Django · Django REST Framework · Flutter · JWT · PostgreSQL

Online platform to hire and get hired for daily jobs, acting as a broker agent. Worker module: JWT login, sign up, worker profile. User module: JWT login, sign up, user profile, form to apply for workers. Django/DRF backend with Flutter frontend and Figma-designed UI.

📊
DATA ENGINEERING
09
TraderVoice (BT Group)
Prometheus · Metricbeat · Elasticsearch · Kibana · Docker · SNMP

Dockerized monitoring pipeline collecting system data from TPO, TSS and Turret via SNMP Exporter. Channels data into Prometheus, then employs Metricbeat to send metric data to Elasticsearch and Kibana. Enables insightful dashboard creation for real-time data visualization — all tools deployed within Docker containers.

10
GMV — Global Managed Voice (BT)
Logstash · Elasticsearch · Kafka · Docker · SNMP

The GMV Synergy project captures SNMP Traps raised in Perimeta. Logstash processes and transmits these traps to Elasticsearch for analysis, playing a vital role in the broader GMV initiative and ensuring efficient handling of voice-related telecom data at scale.

11
OrVEL CRE — Call Routing Engine (BT)
ELK Stack · Shell Scripting · Docker · Prometheus

Integral telecom network component managing critical call routing decisions. Comprising Master Servers and Edge Servers, this project orchestrates efficient call traffic flow, contributing significantly to network performance and reliability across the BT infrastructure.

12
Galaxy CLS — Centralized Logging Solution (BT)
Logstash · Elasticsearch · Kibana · Filebeat · Docker

Centralized Logging Solution receiving and processing logs from PCC Gateway, PCC MME, PCG APP, PCG A10 NAT, and Firewall source interfaces. Logs are efficiently processed and stored using Logstash and Elasticsearch, enabling clear and actionable visualization in Kibana dashboards.

13
D-tailer — Attendance Data Pipeline (Freston)
ELK Stack · ETL · Shell Scripting · Grafana · Kibana

Data extraction pipeline from biometric attendance machines with full ETL processing and comprehensive data visualization. Served as the main lead on this internal Freston Analytics project. Results were presented in interactive Kibana and Grafana dashboards for management insights.

🌐
WEB DEVELOPMENT
15
Pro Shope
Django · React JS · PostgreSQL

Full-stack e-commerce platform with Django REST Framework backend and React JS frontend. Features product listings, user authentication, and shopping cart functionality. Built as a comprehensive learning project covering full-stack integration patterns.

16
Netflix Clone
React JS · API Integration · CSS3

Pixel-faithful Netflix UI clone built with React JS. Features dynamic movie and TV show listings fetched from a public API, category-based browsing, hover previews, and responsive layout — demonstrating component-based architecture and state management in React.

17
ToDo App
React JS · Local State · CSS3

Clean, functional task management app built with React JS. Features task creation, completion toggling, deletion, and filtering by status. Demonstrates React hooks, component lifecycle, and clean state management patterns.

18
Personal Web
HTML5 · CSS3 · JavaScript

Early personal portfolio website built from scratch with pure HTML5, CSS3, and JavaScript. Showcases foundational frontend development skills including responsive layouts, CSS animations, and DOM manipulation — the starting point of the journey.

← →Scroll to browse projects
05

ACHIEVEMENTS

2025
Top Contributor
Codecraft Innovations W.L.L
2022
Top Contributor
BT Client Project — Freston Analytics
2021 – 2022
BroCamp Coding Internship
Brototype · Web Developer — Python Django + React JS · Kerala, India
2019 – 2021
Higher Secondary Education
Koodathai St Marie's Higher Secondary School · Computer Commerce
LANGUAGES
Multilingual Professional
Malayalam (Native) · English (Professional) · Tamil (Professional) · Arabic · Hindi
HOBBIES
Beyond the Screen
Chess · Reading · Swimming · Gaming

LET'S BUILD
TOGETHER

Open to AI, full-stack, and data engineering roles or collaborations.