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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
md-file-viewer-extension
March 29, 2026 – Present
Beautiful markdown viewer CLI — open .md files and folders in the browser with dark mode, tabs, and search. npm install -g mdview-cli
View ProjectDocuSearch
October 6, 2025 – October 6, 2025
A Retrieval-Augmented Generation (RAG) based document Q&A system built with React, FastAPI, LangChain, and Pinecone/FAISS, enabling users to upload PDFs and query their content in real time.
View Projectobject-detection-hw2-cmpe258
May 5, 2025 – May 5, 2025
Inference and training of object detection models using TorchScript and ONNX acceleration, with additional training on the VisionLangAnnotate framework (CMPE 258 HW2 - Excellent Option).
View Projectmy_portfolio_prompts
October 30, 2024 – October 30, 2024
Public repo of all the prompts used to develop https://www.puneethregonda.me my portfolio
View Projectrealtime_surveillance_system
May 23, 2021 – October 31, 2024
Academic major project powered by OpenCV, Flutter, ExpressJS, Flask, Jupyter Notebook, MongoDB.
View ProjectCultural Fit Analysis
The candidate demonstrates a strong inclination towards personal projects, showcasing initiative and self-driven learning. The diversity of projects, ranging from mobile app development to AI/ML systems, suggests adaptability and a broad interest in technology. The 'DocuSearch' and 'object-detection-hw2-cmpe258' projects align well with a Data Scientist role, indicating a potential cultural fit for innovation and technical depth.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions are concise, but there is no information on collaboration, problem-solving approaches, or communication style.