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SHREYA K REDDY

Open to work0 years experience

Software Engineer

Bengaluru, KarnatakaTarget Roles: Backend Engineer • Full-Stack Developer • Frontend Specialist

AI-focused Software Engineer specializing in Python, FastAPI, React, and Machine Learning.

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Standing Rank

Rank Not Available

Developer Badges

Badges Pending

Skills & Technologies

32 skills
pythonjavascriptjavac/c++fastapirest apisbackend developmentreacthtmlcssmongodbmysqlsqlmachine learningnlpopenai apislangchainragopencvpandasnumpyscikit-learngitgithubvs codepower bivercelrenderfull stack developmentapi integrationdatabase managementoop

Work Experience

Work Experience Not Populated

Professional job history, career timeline, and previous industry roles will show here once linked or added.

Projects

AI Career Copilot

PythonFastAPIReactMongoDBOpenAI APIsLangChain
  • Developed an AI-powered career assistant for ATS resume analysis and interview preparation workflows.
  • Designed scalable FastAPI backend services integrated with OpenAI APIs and LangChain.
  • Built responsive React frontend interfaces and deployed applications using Vercel and Render.

AI Research Assistant

PythonFastAPILangChainFAISSOpenAI APIsReact
  • Designed AI-powered research assistant for intelligent document querying and summarization.
  • Implemented Retrieval-Augmented Generation (RAG) pipelines using LangChain and vector databases.
  • Designed scalable FastAPI backend APIs and interactive React frontend for real-time AI responses.

AI Healthcare Assistant

PythonFastAPIReactNLP
  • Designed an AI-powered healthcare assistant for symptom analysis and healthcare recommendations.
  • Developed NLP-based conversational workflows and context-aware response systems.
  • Designed scalable backend APIs and interactive frontend dashboards for healthcare insights.

Financial Fraud Detection using Machine Learning

PythonScikit-learnPandasNumPy
  • Engineered Machine Learning models on 6.3M+ financial transaction records for fraud detection.
  • Performed feature engineering, preprocessing, and large-scale transaction analysis.
  • Evaluated model performance using Precision, Recall, F1-score, and ROC-AUC metrics.

AI SQL Query Generator

React.jsFastAPISQLitePython
  • Developed an AI-powered SQL query generator that converts natural language prompts into executable SQL queries.
  • Built a full-stack web application with React frontend and FastAPI backend for real-time query generation and execution.
  • Integrated dynamic query execution, query history tracking, and interactive tabular result visualization using SQLite.

Early Detection of Parkinson’s Disease using ML on Voice Features

Machine LearningHealthcare AnalyticsVoice Feature Analysis
  • Conducted comparative analysis of Machine Learning models for Parkinson’s disease detection using acoustic voice feature datasets.
  • Evaluated classification performance using preprocessing, feature scaling, and model optimization techniques.
  • Analyzed healthcare-focused ML workflows for intelligent disease prediction systems.

Leaderboard Standings

Leaderboard Position Pending

Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.

Assessment Highlights

Assessments Not Completed

Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.

AI Collaboration Score

AI Collaboration Score Pending

Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.

Role Compatibility Profile

Role Compatibility Analysis Pending

Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.

Achievements

RapidMiner Applications & Use Cases Professional Certification

RapidMiner Applications & Use Cases Professional Certification – RapidMiner

What Is Generative AI?

What Is Generative AI? – LinkedIn Learning

Generative AI: The Evolution of Thoughtful Online Search

Generative AI: The Evolution of Thoughtful Online Search – LinkedIn Learning

TechA Linux Programming Foundation Certification

TechA Linux Programming Foundation Certification – Infosys Springboard

MATLAB Onramp

MATLAB Onramp – MathWorks

About Details

Professional Bio

AI-focused Software Engineer with a strong foundation in Python, FastAPI, React, Machine Learning, and backend development. Passionate about building GenAI-powered applications, backend systems, and intelligent software solutions using modern AI APIs.

B.Tech in Computer Science in Computer Science

Dayananda Sagar University, Bengaluru (2022 - 2026)

Languages: English, Hindi
Email: Locked