Hi, I'm Twisha Patel, a Software Engineer passionate about AI, ML, and Cloud Deployment. 🚀 Working with Python, FastAPI, Docker and Hugging Face.
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Assessing your cultural and operational fit
Artem HealthTech
Senior Software Engineer - AI Engineering
June 12, 2026 – Present
Pneumonia-Detector-AI
August 11, 2025 – August 14, 2025
Explainable AI for Pneumonia Detection from Chest X-rays. Fast Streamlit app with GradCAM visualizations, human-in-the-loop feedback and retraining, batch processing, audit logging, and full Docker support. Privacy-first, clinically inspired, and ready for research, demo, or hospital use.
View ProjectAI-ML-Journal
August 8, 2025 – September 9, 2025
All-in-one AI/ML learning journal — guides, diagrams, and code.
View ProjectAutoML-Pipeline
June 15, 2025 – July 15, 2025
AutoML Pipeline as a Service – Upload data, auto-train ML models, and get instant reports with a user-friendly UI and FastAPI backend.
View ProjectAutomaticSpeechRecognition
December 28, 2024 – December 28, 2024
Developed a speech recognition system using Python and Hugging Face's Wav2Vec2 model, fine-tuned on the PolyAI MINDS-14 dataset and deployed with a real-time transcription interface using Gradio.
View ProjectTrafficSignRecognition
July 21, 2023 – May 8, 2025
A deep learning model that classifies traffic signs using the German Traffic Sign dataset to assist autonomous vehicles in recognizing road signs.
View ProjectShutDownApp
June 27, 2023 – March 14, 2025
A Python-based GUI application that provides essential Windows power management actions — restart, delayed restart, log out, and shut down — built using Tkinter for an easy-to-use interface.
View ProjectTextToHandwriting
June 27, 2023 – May 15, 2025
A Python-based tool that converts typed text into a handwritten style image using the pywhatkit library.
View ProjectVoiceAssistant
May 13, 2023 – December 28, 2024
A Python-based voice assistant that performs tasks like opening websites, playing music, and providing real-time information by recognizing voice commands. It leverages libraries like pyttsx3 for text-to-speech and speech_recognition for voice input.
View ProjectQRCodeGenerator
May 13, 2023 – December 28, 2024
A Python tool that generates and saves QR codes from text or URLs, with customizable colors and design options using the qrcode library.
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily focused on personal AI/ML projects, indicating a strong passion for the field. However, the lack of diverse project types or team-based work in the provided data makes it difficult to assess broader cultural fit or collaboration experience. The current role aligns well with the target, but without details, it's hard to gauge fit within a specific team culture.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions suggest an ability to conceptualize and execute technical ideas independently.