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KaranTejwani/README.md

Karan Kumar - AI Research Engineer

LinkedIn Portfolio Email


CS graduate from Sukkur IBA University with two accepted IEEE publications in Transformers, Explainable AI, and Computer Vision. I work at the intersection of deep learning research and production engineering - from benchmarking 18 models on EEG datasets to deploying systems at the National Assembly of Pakistan.

I don't just research. I ship.


Research

Paper Venue Role
From Feedback to Insight: Leveraging Transformers and XAI to Identify Helpful Student Reviews IEEE EDUCON 2026 Co-author
Analyzing the Classification-Localization Gap Between CNNs and Vision Transformers for Image Manipulation Detection IEEE iCoMET 2026 First author

Featured Work

🧠 NeuroEmotion - BCI Emotion Recognition System

Benchmarked 18 deep learning models across two officially acquired EEG datasets with multiple preprocessing pipelines. Trained the best-performing model and deployed a Flutter mobile app that classifies human emotions in real-time from raw brainwave signals.

TensorFlow Flutter EEG Signal Processing BCI Python


🏥 Healr - Healthcare Platform

Full-stack platform for searching FDA-approved medicines, booking lab tests, and consulting doctors. Built and deployed end-to-end.

React.js Node.js Express.js MongoDB


🎙️ Bilingual Transcription System

Production-grade speech-to-text system using OpenAI Whisper - deployed internally at the National Assembly of Pakistan for parliamentary use.

React Flask OpenAI Whisper


🤖 Simper AI - EdTech Startup

NLP-powered intelligent examination system automating paper generation and answer grading. Incubated at NEP NIC Sukkur.

React Python NLP OpenAI


Technical Stack

Research & AI PyTorch TensorFlow Hugging Face LangChain OpenCV scikit-learn

Engineering Python JavaScript Java React.js Node.js Flutter Express.js

Infrastructure MongoDB MySQL Docker Git Linux


Experience

  • Research Collaborator - DeepNLP.ai (Oct 2025 – Present)
  • AI Intern - National Assembly of Pakistan (2025)
  • Incubatee - NEP NIC Sukkur, Simper AI (2024)
  • PRC Lead - CS Society, Sukkur IBA (2024–2025)

GitHub Stats

Karan's GitHub stats Top Languages


Currently

  • Contributing to a journal paper on AI (2026)
  • Exploring research engineer roles at AI labs

Sukkur, Pakistan - open to remote and relocation

Pinned Loading

  1. GestureDetection GestureDetection Public

    A real-time gesture detection system using computer vision and deep learning. Supports ASL, BSL (one and two-hand), ISL, and word gestures. Built with OpenCV and trained models for accurate hand ge…

    Jupyter Notebook 1

  2. Healr Healr Public

    A full-stack healthcare platform to search FDA-approved medicines, book lab tests, consult doctors, and manage health—featuring role-based dashboards for patients, doctors, and admins.

    JavaScript

  3. image-manipulation-segmentation image-manipulation-segmentation Public

    AI-powered forensic suite detecting image tampering, forgery & manipulation using dual deep learning models for classification & segmentation.

    Jupyter Notebook

  4. bilingual-transcriber bilingual-transcriber Public

    Bilingual Transcriber is a web-based application built with React and Flask that transcribes audio or video files into English, Urdu, and other languages. It uses OpenAI Whisper (free version) for …

    Python

  5. chest-xray-disease-classification chest-xray-disease-classification Public

    Jupyter Notebook

  6. Handwritten_Digit_Recognition Handwritten_Digit_Recognition Public

    In this project, I have used neural networks to recognize the handwritten digits using mnist dataset

    Jupyter Notebook 1