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AI / ML Engineer

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Uwais Muhammed Kp, professional portrait

Uwais Muhammed Kp

AI Engineer, CuraNova AI

Uwais Muhammed KpAI Engineer • GenAI • Full-Stack

Uwais Muhammed Kp, AI Engineer. Building AI That Works When It Matters.

Production-grade AI, mobile and web software, designed, tested and shipped end to end.

AI Engineer at CuraNova AI. I turn machine learning, LLMs and real-time data into secure, scalable products, with a test-driven approach across Flutter, React + TypeScript, REST APIs, PostgreSQL and Google Cloud.

Explore My Work
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Currently
AI Engineer, CuraNova AI
Shipped
CareFirst · Care & Command Centre
Stack
Python · Flutter · React · GCP
Based in
Malappuram, Kerala
01Profile

Turning complex workflows into software people rely on.

I'm an AI Engineer at CuraNova AI, building AI-powered healthcare and emergency-response products across mobile, web, backend and cloud. My work runs from recommendation logic and LLM features to Flutter screens, React consoles, REST APIs and PostgreSQL migrations.

Before CuraNova I was a Data Science & AI Consultant Intern at Rubixe, delivering proof-of-concept projects and client work in machine learning and data analysis. I care about software that is secure, tested and reliable, because in an emergency it has to work the moment someone needs it.

190

Automated tests

Banners module, built with TDD

4

Healthcare products

Shipped at CuraNova AI

3

App languages

English · Malayalam · Arabic

AI

Engineering focus

LLMs · RAG · Recommendation

What I work on

Across the stack, from the model and the data to the screen a patient or operator taps.

  • 01Machine learning & deep learning
  • 02LLM apps & RAG
  • 03Recommendation & personalization
  • 04Flutter mobile development
  • 05React + TypeScript consoles
  • 06REST APIs & PostgreSQL
  • 07Google Cloud & Firebase
  • 08Automated & integration testing
  • 09Healthcare & emergency response
02Experience

Career Journey

From data science consulting to shipping AI-powered healthcare products.

AI Engineering2026 — Present

01Current role

Malappuram, Kerala

CuraNova AI

AI Engineer, AI/ML Department · Jun 2026 — Present

Developing and enhancing AI-powered healthcare and emergency-response products, delivering features end to end across Flutter mobile, React + TypeScript web, backend services and cloud infrastructure.

How I deliver

  1. 1

    Design

  2. 2

    Build

  3. 3

    Test

  4. 4

    Ship

Products

  • CareFirstEmergency response app · Flutter
  • Care & Command CentreOperations console · React
  • Health Tip PipelinePersonalization · GCP + FCM
  • Code OrangeAcute stroke response

Highlights

  • Built the CCC Banners admin module with test-driven development: 17 new files, 190 automated tests and a clean strict TypeScript build.
  • Shipped scheduled ambulance booking: assignment, live tracking, real-time notifications, journey status and activity history.
  • Built a four-step guided app tour in English, Malayalam and Arabic, plus Google Places Autocomplete for pickup addresses.
  • Resolved cross-service issues across authentication, API contracts, offline sessions, cloud execution and notification delivery.
  • Flutter
  • React
  • TypeScript
  • Zustand
  • Vitest
  • REST APIs
  • PostgreSQL
  • GCP
  • Firebase / FCM
  • Cloud Scheduler
  • Security controls

Data Science & AI2025 — 2026

02

Rubixe

Data Science & AI Consultant Intern

Jul 2025 — Mar 2026 · Bengaluru, India

Delivered proof-of-concept projects and client assignments applying machine learning and data analysis to real-world problems, across analytics, automation and deployment.

  • Machine learning
  • Data analysis
  • LLM chatbots
  • RAG
  • EDA
  • Predictive modelling
  • Client delivery

Foundations2019 — 2025

MES College of Engineering

B.Tech, Computer Science & Engineering · 2021 — 2025

Deep learning, ML, data science, research methodology

Navamukunda HSS, Thirunavaya

Higher Secondary (Class 12) · 2019 — 2021

Science stream

03Projects & Case Studies

Products shipped, problems solved.

Healthcare platforms in production at CuraNova AI, plus AI, ML and data projects I built to go deeper.
View case study

CuraNova AI • Jun 2026 – Present

01

CareFirst

A patient app that combines emergency response, home care, ambulance services and telemedicine.

  • Flutter
  • Dart
  • Firebase
  • Google Places API
  • REST APIs
View case study
View case study

CuraNova AI • Jun 2026 – Present

02

Care & Command Centre

A real-time operations console that connects command teams, ambulances, drivers and hospitals.

  • React
  • TypeScript
  • Vite
  • Zustand
  • Vitest
View case study
View case study

CuraNova AI • 2026

03

Personalized Health Tip Pipeline

A recommendation engine and daily push-notification pipeline that sends each user the right health tip.

  • FCM
  • Cloud Scheduler
  • PostgreSQL
  • Backend APIs
View case study

More projects

04Engineering Process

How I build software

A delivery loop that starts with the real workflow and ends with tested, secure code in production, then keeps improving it.

  1. 01

    Understand

    • User & clinical workflows
    • Edge cases
    • Available data

  2. 02

    Design

    • API contracts
    • Data model
    • UX flows

  3. 03

    Build

    • Flutter & React
    • FastAPI / REST
    • ML & LLM features

  4. 04

    Test

    • TDD
    • Integration & API tests
    • Mutation testing

  5. 05

    Ship

    • GCP & Firebase
    • Migrations
    • Security controls

  6. 06

    Improve

    • Monitoring
    • Bug fixing
    • Iteration
05Skills

Capabilities across AI, apps and the cloud.

From training models to shipping Flutter and React apps on Google Cloud, grouped into the areas I bring to a team.

Models trained, compared and evaluated on real data.

  • TensorFlow
  • PyTorch
  • Keras
  • Scikit-learn
  • Transfer learning
  • CNNs
  • NumPy
  • Pandas
  • Model evaluation

06AI Engineering

AI that turns data into decisions.

Most of my AI work is about getting the right output to the right person at the right moment: a relevant health tip, an answer grounded in a document, a diagnosis from a photo, or a live update to a command centre.

Inputs

  • User attributes & history
  • Clinical workflows
  • Documents, PDFs & web
  • Images & sensor data

AI/ML engine

LLMs · RAG · Recommendation · CNNs

Outputs

  • Personalized health tips
  • Grounded RAG answers
  • Disease detection
  • Live dispatch updates
  • Push notifications

Toolkit

The tools I build with.

AI & ML

  • Gemini
  • Llama 3
  • Groq
  • LangChain
  • TensorFlow
  • PyTorch

Engineering

  • Flutter
  • React
  • FastAPI
  • PostgreSQL
  • Firebase
  • Google Cloud
  • Docker
  • Git
  • Azure DevOps
07Services

Need something built? Let's work.

I take freelance and contract work. Pick a service to send a booking request, and you'll get a confirmation email straight away.

  • From ₹15,000

    LLM & RAG Applications

    Chatbots and assistants grounded in your own documents, data and websites, with retrieval that cites its sources.

    • RAG over PDF, CSV and web
    • Gemini, Llama or Groq integration
    • Streamlit or React UI

  • From ₹20,000

    AI Agents & Automation

    Multi-agent workflows that plan, research, write and review, built from scratch with no heavy framework lock-in.

    • Custom agent orchestration
    • Tool and API calling
    • Deployment on Render or GCP

  • From ₹25,000

    Full-Stack AI Products

    End-to-end web apps with React, FastAPI, real-time data and cloud deployment, ready for production.

    • React or Next.js frontend
    • FastAPI or Node backend
    • Firebase, Redis, Socket.IO

  • From ₹10,000

    ML Models & Data Dashboards

    Predictive models, computer vision classifiers, and Power BI or Excel dashboards that show you the numbers you care about.

    • EDA and modelling
    • CNN and transfer learning
    • Power BI, DAX and Excel KPIs
08

Education

B.Tech

Computer Science and Engineering

MES College of Engineering · Kuttippuram

  • Artificial Intelligence ExpertIABAC · Sep 2026
  • Data Science FoundationIABAC · Sep 2026
  • Data Science & AI Consultant InternshipRubixe · Mar 2026

Graduated 2025

What I do

I build AI that works the moment someone needs it.

From recommendation engines and RAG systems to emergency apps and real-time consoles, I focus on software that is tested, secure and ready for the moments that matter.

09Contact

Have a problem worth solving?

Open to AI, ML and software engineering roles, and to freelance projects. Let's talk about AI, healthcare tech or what you're building.

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