TP

Twisha Patel

Professional Portfolio

Skills

Programming Languages

PythonJavaScriptPHPSQLBash

Web Technologies

HTML5CSS3BootstrapjQueryREST APIs

Databases

MySQLSQLite

Frameworks/Libraries

TensorFlowPyTorchKerasScikit-learnOpenCVHugging FaceTransformersPandasNumPyMatplotlibSeabornStreamlitFastAPI

Machine Learning/AI

Deep LearningNLPComputer VisionTransfer LearningModel Explainability (GradCAM, SHAP)Hyperparameter TuningHuman-in-the-Loop AI

Large Language Models

Fine-tuningPrompt EngineeringModel DeploymentCustom Q&A Solutions

Tools/Platforms

GitDockerGitHub ActionsCI/CD PipelineVS CodeJupyter NotebooksGoogle Colab

Other

Data VisualizationExploratory Data AnalysisReport Generation (CSV, PDF, JSON)Batch ProcessingAPI IntegrationResearch Documentation

About

Passionate and versatile Software Engineer with hands-on experience in AI/ML, object detection, large language models, and speech-to-text technologies. Skilled in Python and open-source frameworks, with a strong track record in building real-world solutions—ranging from finance-specific LLMs and real-time object detection to machine data integration and speech transcription pipelines. Eager to leverage cutting-edge AI methods to solve impactful problems.

Experience

Jr. Python Developer

Sundaram Technologies

July 2025 – Present
  • Working on object detection and computer vision projects for industrial automation.
  • Developing Python-based ML and deep learning solutions for image/video analysis.
  • Responsible for data analysis, preprocessing, and model evaluation to enhance detection accuracy.
  • Leveraging frameworks such as TensorFlow, OpenCV, and PyTorch for real-world vision applications.

AI/ML Intern

Artem Health Tech

January 2025 – July 2025
  • Developed a machine integration solution to sync machine data directly with the company portal, streamlining data flow and automation.
  • Implemented real-time object detection using MMDetection’s RTMDet-tiny model on live webcam feeds.
  • Built a speech-to-text pipeline leveraging open source models with agentic behaviour.
  • Fine-tuned a finance-specific LLM using Flan-T5, curated financial datasets, and optimized prompt engineering for precise responses.

Skills

Programming Languages

PythonJavaScriptPHPSQLBash

Web Technologies

HTML5CSS3BootstrapjQueryREST APIs

Databases

MySQLSQLite

Frameworks/Libraries

TensorFlowPyTorchKerasScikit-learnOpenCVHugging FaceTransformersPandasNumPyMatplotlibSeabornStreamlitFastAPI

Machine Learning/AI

Deep LearningNLPComputer VisionTransfer LearningModel Explainability (GradCAM, SHAP)Hyperparameter TuningHuman-in-the-Loop AI

Large Language Models

Fine-tuningPrompt EngineeringModel DeploymentCustom Q&A Solutions

Tools/Platforms

GitDockerGitHub ActionsCI/CD PipelineVS CodeJupyter NotebooksGoogle Colab

Other

Data VisualizationExploratory Data AnalysisReport Generation (CSV, PDF, JSON)Batch ProcessingAPI IntegrationResearch Documentation

Projects

Pneumonia Detector AI

Built an interactive, explainable AI system for automated pneumonia detection in chest X-rays using EfficientNet, PyTorch, and Streamlit, achieving high accuracy and model transparency through GradCAM visualizations.

EfficientNetPyTorchStreamlit

AutoML Pipeline Service

Designed and deployed an end-to-end AutoML pipeline service using Streamlit and FastAPI for dynamic model training, inference, and benchmarking via web interface.

StreamlitFastAPI

Object Detection with MMDetection

Implemented a real-time object detection system using MMDetection’s RTMDet-tiny model and OpenCV to process webcam video.

MMDetectionRTMDet-tinyOpenCV

Traffic Sign Recognition

Developed and trained a deep learning model in Python to accurately classify German traffic signs using the GTSRB dataset.

OpenCVTensorFlowKeras

Voice Assistant

Developed a desktop voice assistant in Python capable of recognizing and executing user voice commands for tasks like setting reminders, playing music, and web searches.

PythonSpeech RecognitionText-to-Speech (TTS)

Finance Based Small LLM

Fine-tuned Flan-T5 on curated financial datasets for enhanced finance-specific Q&A.

Flan-T5

Education

Bachelor’s Degree in Computer Science Engineering

ITM SLS Baroda University

May 2025

GPA: 8.6

© 2026 Twisha Patel. All rights reserved.