Looking for a job

Shreya Singh

@shreyasingh20

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I build scalable backend, cloud, and AI-powered software applications.

India

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What I'm looking for

I'm looking for opportunities to build scalable backend, cloud, and AI-powered products while contributing to Agile teams, strengthening my engineering skills, and delivering practical software solutions.

I've built AI-powered and cloud-native applications, including an explainable skin cancer detection system that combines CNNs and Vision Transformers for skin lesion classification.

For this project, I developed RAG-based LLM integration, Grad-CAM and attention-map visualizations, and scalable Python pipelines for real-time HAM10000 image inference using Flask, Streamlit, NumPy, Pandas, and OpenCV.

I've also developed a microservices-based marketplace assistant for local artisans with Flask, REST APIs, PostgreSQL, and Google Cloud Vertex AI, as well as a road accident severity prediction model that achieved 82% classification accuracy.

Experience

Work history, roles, and key accomplishments

Current

Software Engineer (AI/ML)

Current

Explainable Skin Cancer Detection using CNN–Vision Transform

Mar 2026 - Present (6 months)

Engineered a hybrid CNN–Vision Transformer (ViT) architecture for skin lesion classification, improving accuracy and interpretability with Grad-CAM and attention maps. Developed RAG-based LLM integration and scalable ML pipelines using Python, Flask/Streamlit, and OpenCV.

TensorFlow PyTorch Python Flask Streamlit NumPy Pandas OpenCV Grad CAM RAG LLM Agile Scrum

Current

Software Engineer (AI/ML)

Current

Explainable Skin Cancer Detection using CNN–Vision Transform

Mar 2026 - Present (6 months)

Engineered a hybrid CNN–Vision Transformer (ViT) architecture for skin lesion classification, improving accuracy and model interpretability with Explainable AI. Developed RAG-based LLM integration and scalable ML pipelines using Python, Flask/Streamlit, and OpenCV.

TensorFlow PyTorch CNN Vision Transformer Explainable AI Grad CAM RAG LLM Python Flask Streamlit NumPy Pandas OpenCV Agile Scrum SDLC

Education

Degrees, certifications, and relevant coursework

Pranveer Singh Institute of Technology

Bachelor of Technology, Computer Science and Engineering (Artificial Intelligence and Machine Learning)

2023 -

Grade: 71.65%

Pursuing a Bachelor of Technology in Computer Science and Engineering with a focus on Artificial Intelligence and Machine Learning, maintaining a cumulative average of 71.65% through the sixth semester.