Manha Kabir · AI Engineer

01 / about

Who Am I

I'm Manha Kabir — a final-year B.E. student in Computer Science (AI/ML) at VVIT Bangalore, with completed internships across AI engineering, data science, and Android development.

My obsession: building AI systems that actually work in production — not just in notebooks. I reverse-engineer models to understand how they break, then make them better.

Looking for roles as an AI Engineer, ML Engineer, Data Scientist, or Software Engineer where I can ship at speed and build at scale.

3Completed Internships

8+Projects Shipped

6Certifications

7.81CGPA / 10

02 / experience

Work History

Mar 2026 — Jun 2026

Cruvix AI

AI Engineer Intern

Built production-style AI app backends for healthcare consultation and real-time driver assistance demos. Delivered FastAPI, Supabase, WebSocket, QR vitals sync, AI consultation, dashboard, appointment, and mobile APK integration workflows.

FastAPISupabaseWebSocketsAI APIsMobile Backend

Feb 2026 — May 2026

Mindmatrix

Android Dev Intern

Android App Development Intern

Building Android apps in Kotlin with Generative AI integration. Designing AI-powered workflows that automate content generation and NLP-based processing end-to-end.

KotlinAndroid StudioNLPGen AI

Feb 2026 — May 2026

Kodnest

Data Science Intern

Performing data preprocessing, SQL querying, and EDA on structured datasets. Implementing ML models using Python and Scikit-learn for predictive analytics tasks.

PythonSQLScikit-learnEDA

Apr 2025 — Dec 2025

Labelbox

Freelance

AI Data Analyst — NLP & Annotation

Annotated and validated large-scale NLP datasets for LLM training. Conducted quality analysis and trend identification using Python, improving annotation accuracy at scale.

NLPDataset QAPython

03 / skills

Tech Stack

🤖

Generative AI & NLP

LLMsPrompt EngineeringAgentic AINLPAI Consultation

🧠

Machine Learning

Scikit-learnTensorFlowKerasDeep LearningComputer Vision

📊

Data Science

PandasNumPyPlotlyEDAStatistics

💻

Backend & APIs

FastAPIREST APIsWebSocketsSupabaseAuthPayments

🔧

Tools & Platforms

GitStreamlitJupyterColabVS Codengrok

🎨

Mobile & Vision

Android StudioKotlinAPK TestingOpenCVObject Detection

04 / projects

Things I've Built

project_01 / jun 2026

MedAI — AI Healthcare Consultation and Kiosk Vitals App

Built for Cruvix AI: FastAPI + Supabase backend APIs for auth, QR vitals sync, AI consultation, dashboard, appointments, and payments. Designed a patient ID based flow connecting kiosk vitals, mobile app screens, treatment plan, and sandbox APK demo.

FastAPISupabaseAuthQR SyncPaymentsHealthcare AI

Cruvix AI build →

project_02 / jun 2026

IRIS Assistant — Real-Time AI Co-Driver Mobile App

Built for Cruvix AI: FastAPI WebSocket backend to stream real-time road intelligence from an AI pipeline to a mobile APK. Integrated object detection, distance analysis, scene graph, risk reasoning, voice alert payloads, ngrok demo deployment, and APK testing workflow.

FastAPIWebSocketsObject DetectionScene GraphVoice Alertsngrok

Cruvix AI build →

project_03 / nov 2025

AI Resume Screening Agent

LLM-based system to evaluate resumes against job descriptions. PDF parsing, NLP processing, and automated candidate ranking — production-ready AI hiring tool.

PythonLLMNLPPDF Parsing

view source →

project_04 / jan 2025

Handwritten Character Recognition

CNN model using TensorFlow on the EMNIST dataset. Full pipeline: preprocessing, training, and evaluation for robust character classification at scale.

TensorFlowCNNEMNISTDeep Learning

view source →

project_05 / dec 2024

Disease Prediction System

Predictive ML using Logistic Regression and Random Forest. Feature engineering and statistical model evaluation for medical diagnosis support.

Scikit-learnRandom ForestPythonEDA

view source →

project_06 / active

Study Ninja

AI-powered study assistant in Python. Intelligent content generation and NLP-based processing to help students learn smarter and faster.

PythonGen AINLP

view source →

project_07 / experimental

Text-to-3D with Shap·E

Generating 3D models from text prompts using OpenAI's Shap-E. Exploring the frontier of language models and generative 3D content creation.

PythonShap-EGen AI3D

view source →

{ + }

MANHA KABIR.

Who Am I

Work History

Tech Stack

Things I've Built

Credentials

Let's Build
Something Smart.

MANHA KABIR.

Who Am I

Work History

Tech Stack

Things I've Built

Credentials

Let's BuildSomething Smart.

Let's Build
Something Smart.