Building practical AI solutions for real business problems.

I’m Amal, an AI Generalist and consultant based in Kerala. I help businesses assess, build, and implement AI agents, voice AI, and automated workflows—starting with the work that needs to change.

Project enquiries open WhatsApp. Tell me what you’re trying to improve.

Hiring for your team?

Experience across teams, products & business workflows

Official logos identify the organisations and product connected to my experience.

Start with one
useful workflow.

You don’t need a finished AI brief to start a conversation.

Bring a repetitive task, a customer interaction, or a product idea. We can assess where AI fits, identify the constraints, and define a sensible next step.

What to include in your enquiry ↗

Practical AI, in context.

AI adoption, conversations, and products.
Different contexts, practical problems.

These summaries describe my work and project scope. Detailed case studies and results are still being verified. Product examples, scope diagrams, and illustrative demos are identified below.

Connect

AI agents for customer conversations.

WhatsAppVoiceWeb chat
AI agentsHuman handoff
Product overview based on the public Progbiz Connect website.

Progbiz Connect

Product leadership · Conversational AI

I led Progbiz Connect for Progbiz, a product focused on AI agents across WhatsApp, voice, and web conversations.

Explore the public product for its channels and use cases. Detailed delivery responsibilities and results will be covered in a verified case study.

Original pink embroidered kurti photograph displayed on Ecom Model StudioOriginal product photo
AI studio model image of the pink kurti displayed on Ecom Model StudioAI studio example
Before-and-after examples from Ecom Model Studio’s public website.

Ecom Model Studio

AI product photography

I built Ecom Model Studio, a product for AI-powered e-commerce photography. You can explore the public product today.

Technical architecture and my detailed contributions are awaiting repository review.

AI across the organisation.

Creative productionContent · video · 2D/3DEngineeringDevelopment · QAProducts & conversationsAI products · voice agents
Overview of my work areas at Progbiz; rollout details are being documented.

Progbiz

AI-first organisational transformation

As CTO and AI specialist, I lead AI-related work at Progbiz. My focus spans creative production, QA, development, products, and voice agents.

I’m documenting the workflow changes, team contributions, and results for a fuller case study.

About Progbiz ↗
myGAI calling concept

A conversation.
A useful next step.

Customer feedback call

Play the Malayalam call demo

Malayalam · Gemini Aoede · synthetic demo

Illustrative Malayalam AI-calling preview, voiced with Gemini Aoede. Not a customer recording.
Read the Malayalam transcript

ഹലോ! ഇത് മൈ ജിയുടെ എഐ ഫീഡ്ബാക്ക് കോളിന്റെ ഒരു ഡെമോ ആണ്. ഇപ്പോൾ ഒരു മിനിറ്റ് സംസാരിക്കാൻ പറ്റുമോ? കഴിഞ്ഞ തവണ മൈ ജിയിൽ ഷോപ്പിംഗ് ചെയ്ത അനുഭവം എങ്ങനെയുണ്ടായിരുന്നു? സ്റ്റാഫിന്റെ സഹായമൊക്കെ നന്നായി കിട്ടിയോ? എന്തെങ്കിലും ബുദ്ധിമുട്ടുണ്ടായെങ്കിൽ പറയണേ. നിങ്ങളുടെ അഭിപ്രായം ടീമിനെ അറിയിക്കാൻ ഞാൻ സഹായിക്കാം.

MyG

Voice AI & business automation

My work on the MyG engagement brings together customer feedback calls, HR automation, incoming recruitment calls, and interview-related workflows.

Malayalam/Manglish conversations and complaint escalation were part of the feedback-agent requirements. Deployment and individual contributions are still being verified.

About myG ↗
Shifa Al Jazeera Hospital
Shifa AI assistantWhatsApp concept preview

Illustrative conversation

Hi, can you help me?

Welcome to Shifa. I’m Shifa, your AI assistant. How can I help you today?

Listen to my welcome message

I can guide you with:

  • Appointment enquiries
  • Lab report requests
  • Reaching the hospital team

Gemini voice demo · no live hospital connection

WhatsApp-style mockup with a playable synthetic welcome, not a patient conversation.
Read the welcome transcript

Welcome to Shifa. I am Shifa, your AI assistant. How can I help you today? I can guide you with appointment enquiries, lab report requests, or help you reach the hospital team.

Shifa Al Jaseera

Hospital workflow automation

My Shifa work brings hospital enquiries into WhatsApp. The reviewed implementation includes appointment flows, lab-report delivery, AI voice-note replies, and handoffs to reception.

The code connects WhatsApp, Nuacare hospital workflows, and Chatwoot. Production rollout, individual delivery responsibilities, and outcomes are still being confirmed.

Where I can help.

I start with the use case, then work through what it needs: a product, a conversation, an integration, or a change in how a team works.

AI products

I connect user needs with AI capabilities, shape product ideas, and test the assumptions behind them.

Voice AI

I work on conversational experiences around customer needs, business context, and clear handoffs to people.

Intelligent automation

I identify repetitive work and assess where AI can support operational and communication workflows.

AI-assisted development

I use AI coding tools to explore and prototype solutions, with attention to review and implementation constraints.

Business workflows

I map the systems, APIs, webhooks, and handoffs needed to fit AI into an existing operation.

Organisational adoption

I help teams understand relevant AI use cases through consultation, training, and implementation planning.

Find the right starting point.

Explore how I approach a consulting engagement, a conversation, or an operational workflow.

The person behind
the work.

I started with user needs and digital products. That background still shapes how I approach AI: understand the problem, make something useful, and fit it into real work.

Find me on LinkedIn ↗
AI-edited portrait of Amal at his laptop with his two dogs
AI-edited personal portrait
  1. CTO & AI Specialist

    ProgbizCurrent role

    I returned to Progbiz to lead AI-related work and technology initiatives across business workflows, products, and implementation.

  2. AI product startup experience

    Talks & TalksPreviously

    I worked at a UK-based AI startup, building on my product background through AI-powered products and communication experiences.

  3. UI/UX & digital products

    ProgbizEarlier

    I began in UI/UX and digital product development, working from the user’s needs toward a useful digital experience.

Sharing what
I learn.

I also speak, teach, and consult on practical uses of AI.

  • SPACE 7.0 — A Space for Entrepreneurs

    I spoke on “Automation Use Cases & AI Assistants” at Samagra Learning’s event on .

  • Don Bosco College

    I delivered AI training for alumni.

  • Farook College

    I delivered AI training for alumni.

  • Kirali TMT

    I provided AI use-case consultation and online workshops.

Explore my work.
Through a conversation.

Ask my portfolio guide about a project, my experience, or how we could work together.

AI portfolio guide powered by Gemini.

Start with a question.

A few useful answers.

What do I focus on?

I work across AI products, voice AI, intelligent automation, organisational adoption, and AI-assisted development. My focus is applying those capabilities to business problems.

What can we work on together?

Customer enquiries, voice interactions, repetitive operations, or disconnected systems. I can help assess the use case and map the next steps. Implementation is scoped separately.

Which roles interest me?

Applied AI, AI solutions, implementation, and automation roles that combine business understanding, product thinking, and practical adoption.

Where am I based?

I’m based in Kerala, India. My experience connects product development, work at a UK-based AI startup, and my current technology leadership role at Progbiz.

Let’s make AI useful
for your business.

Start with the problem.
We can work out the next step.

Discuss a project

Send me a short introduction on WhatsApp. A useful starting point:

  • The task or problem you want to improve
  • The tools and people involved
  • Your timeline and what success would look like
Chat on WhatsApp

WhatsApp: +91 70122 87768

Scope, availability, and fees are agreed after we discuss your needs.

Career opportunities

I’m interested in roles where product thinking, business understanding, and practical AI implementation meet.

Connect about a role

Let’s talk AI.

Local demo · no API connected

Portfolio guide

I’m Amal’s AI portfolio guide. Ask about the work, experience, or working together.

Local demo · prepared portfolio answers. Nothing is sent to an AI service or to Amal.