Vetted NumPy Professionals

Shane Pearce

Screened

Mid-level IT and full-stack professional specializing in web development

Remote6y exp

“Built and owned a real-time browser-based messaging app for family users using Python, Flask, WebSockets, and Socket.io. Demonstrated hands-on debugging of client-server event issues, plus user-focused improvements like dark mode, mobile responsiveness, and separate display-name functionality driven by direct user requests.”

Richa Chanpuriya

Screened

Mid-level Backend/Agentic AI Engineer specializing in GenAI automation and RAG systems

Remote, India3y exp

“Built and shipped a production AI-driven privacy automation system that autonomously navigates data broker sites to submit opt-out/data deletion requests end-to-end, including robust CAPTCHA detection/solving (e.g., reCAPTCHA/hCaptcha/Cloudflare) via 2Captcha. Experienced in orchestrating stateful LLM agent workflows with LangGraph and hardening them for production with strict state management, retries/fallbacks, validation layers, and database-backed observability/audit logs, collaborating closely with legal/compliance stakeholders.”

Manas Kumar Sherla

Screened

Junior Machine Learning Engineer specializing in NLP and LLM-based clinical AI

Charleston, IL2y exp

“Built a production automated resume matching system using Python, FAISS vector search, and Selenium-based job scraping, including mitigation for IP blocking and heterogeneous site structures. Also develops LLM/RAG applications with LangChain, using Pydantic-guardrailed structured outputs and LLM-as-a-judge evaluation (including a project focused on tone/semantics for a 3D avatar’s emotional responses).”

“Hands-on builder who has shipped multiple self-directed Python automations, including a PySide6 desktop app that uses LLMs for job search and resume matching, plus AWS-hosted notification workflows and Chromium-based browser automation. Particularly interesting for roles involving AI integrations, automation, and reliability work because they speak concretely about schema drift, hallucination mitigation, observability, threading, and flaky auth/session handling.”

“Early-career frontend developer who has built an interactive medieval battle game board in React and JavaScript with real-time state synchronization across a 10x10 grid. Shows strong architectural instincts by separating game logic from UI and has also solved responsive UX issues in a farmer marketplace capstone by redesigning dense desktop-first layouts for mobile readability.”