Vetted HTML Professionals

“Built and shipped a personal LLM-powered news aggregation platform (Clear Brief) that scrapes ~200 articles per cycle, clusters them into ~15–30 consolidated stories, and supports on-demand deep dives via a Next.js API route. Emphasizes production-minded reliability (token/cost controls, timeouts, graceful frontend degradation) and database-backed orchestration using SQLite with retry + exponential backoff for burst processing.”

Tamanna Nandlal Choithani

Screened

Entry-level Full-Stack Engineer specializing in AI and distributed systems

California, USA1y exp

“Full-stack engineer who built an AI-based inventory/procurement query system at Botlily/Botlerly using Flask and Google Sheets as a live knowledge base, overcoming Sheets latency with caching and structured in-memory models. Demonstrated strong LLM product engineering (40% accuracy improvement via preprocessing/prompting) and customer-driven iteration with bar/restaurant owners, evolving the tool into a more comprehensive inventory management and forecasting solution.”

“Built a production 13-step LLM agent pipeline at Sentari AI that converts diary entries into personalized AI responses and a persistent structured user profile. Stands out for a pragmatic approach to production AI: strict schemas, function calling, state-machine orchestration, confidence thresholds, logging, and validation layers to control non-determinism and prevent bad profile updates.”

“Junior web developer turned applied AI builder who has shipped both user-facing web UX improvements (Vue.js + Drupal/Twig) and production LLM systems. Built a Google Cloud-hosted Llama/Ollama RAG customer-service chatbot with citation-based guardrails and a metrics-driven eval loop, and also delivered a large-scale Python pipeline analyzing 14M Amazon consumer reviews for flavor-trend detection.”

RAUNAQ BEDI

Screened

Entry-level Software Engineer specializing in AI, data engineering, and cloud DevOps

San Francisco, CA1y exp

“Product-minded full-stack engineer with strong React/TypeScript, serverless AWS, and Postgres depth, highlighted by owning real-time personalization and onboarding experiences at mParticle. Stands out for combining deep performance debugging with measurable product impact—improving activation by 28%, reducing time-to-insights by 35%, and building reusable internal platform primitives adopted by 12 teams.”

“Full-stack developer building Lynx Cafe, a React Native/Expo iOS app for coffee shop customer feedback, while using AI and multi-agent workflows to accelerate scaffolding, architecture, and backend migration. Stands out for treating AI like a junior engineering team—assigning specialized tasks, manually integrating outputs, and enforcing code quality, security, and architectural consistency.”

“Built production LLM-powered mobile apps using OpenAI APIs on a serverless Firebase/Google Cloud Run stack, including a prayer app serving global users across five major religions with customized prayer generation. Stands out for adding reconciliation and scoring layers to validate non-deterministic AI outputs before showing them to users, and for iterating prompts based on logged failure patterns.”

Sanmith Kurian

Screened

Mid-level Software Engineer specializing in full-stack AI and FinTech systems

Remote, US4y exp

“Candidate applies a design-first approach to AI-assisted software development, using multi-agent setups across frontend, backend, and testing. They described building a multi-agent resume tailoring system and leading development of an AI-powered assessment interface for generating descriptive and MCQ questions, with architectural decisions including Redux for complex state handling.”

“Graduate-level candidate who uses AI as a disciplined engineering assistant rather than an autonomous replacement, with hands-on experience coordinating manual multi-agent coding workflows across planning, implementation, and testing. They emphasize scoped execution, clear constraints, and human ownership of final merges, suggesting a thoughtful and practical approach to AI-augmented software development.”

“Early-career product-minded software/QA contributor with startup experience at Duets.Ai and IoT/agriculture experience at Pacetech Energy. Stands out for combining front-end development, QA, and user-centered thinking, including helping launch a Hindi language feature and improving a grain silo monitoring product for farmers.”

YASH CHAUDHARI

Screened

Mid Frontend Engineer specializing in React and FinTech platforms

Kalyan, India3y exp

“Full-stack engineer with strong fintech/product experience who built a credit/account-summary domain end to end as a microservice, integrating multiple backend services and deploying it across 13+ countries. They also shipped an OpenAI-powered financial assistant with token streaming, context grounding, production monitoring, and human-in-the-loop safeguards for sensitive debt guidance.”

Rohit Viswakarma Pidishetti

Screened

Mid-level Full-Stack Engineer specializing in real-time frontend systems

New York City Metropolitan Area, USA5y exp

“Frontend-leaning full-stack engineer who built and largely owned YAARI, a browser-based social media platform with real-time interactions, media handling, and AI-based content validation. Stands out for combining React performance tuning, real-time UX design, and security-conscious backend integration in a complex consumer-style application.”

“Frontend-leaning full-stack engineer who modernized a legacy jQuery-based product information management platform into a more modular React application and owned analytics dashboard integration across UI, APIs, and data flows. Brings strong experience with enterprise releases, TypeScript modeling for complex API data, and performance optimization for large, data-heavy product and analytics interfaces.”

“Front-end engineer with strong experience building CMS-driven, headless e-commerce interfaces in Angular and React for retail brands including Shopify-based implementations and Bob's Discount Furniture. Stands out for combining reusable component architecture with measurable browser-performance gains, including ~25% faster rendering and improved Lighthouse scores, while enabling marketing teams to launch campaigns without engineering support.”

“Software engineer at Expedera working at the intersection of deep learning compilers and neural processor hardware, focused on making customer models run efficiently across custom HW architectures. Particularly notable for building a zero-to-one multi-chip scheduler in a Python + C++ stack and for translating complex model optimization problems into customer-facing performance gains for hardware deployments, including autonomous driving use cases.”

“Frontend-leaning developer building full-stack React and Node.js projects end to end, including deployment, API design, persistence, and post-release support. Notable for hands-on ownership of a task management app and thoughtful architectural improvements like introducing a shared API service layer while actively growing backend/database skills.”

“Full-stack JavaScript builder who shipped a daily-blog production system end-to-end (React + Express), containerized with Docker and deployed to AWS EC2. Implemented cron-based daily workflows, WebSocket-driven real-time updates, and production-minded reliability practices like retries/backoff, idempotency via deduplication, and basic logging/monitoring.”

Andrés Minaya

Screened

Senior Unity Engineer specializing in game development and interactive UI systems

California, USA8y exp

“Unity engineer with unusually broad hands-on depth across procedural systems, VR, multiplayer networking, and AI/LLM integrations. They’ve built production-facing pipelines that connect APIs, JSON, Photoshop assets, and Unity runtime systems, and have shipped cross-platform experiences including Quest 2, Vive, and WebGL. Particularly notable is their mix of gameplay engineering and workflow automation, from procedural map generation to PSD-to-Unity import tooling that improved collaboration with design.”

“Unity gameplay engineer with hands-on experience architecting scalable game/UI state machines and building Photon multiplayer lobby/session flow systems. Has shipped optimization work for Meta Quest VR and mobile (pooling, LOD, mesh/material combining, draw-call reduction) and uses AI assistants to speed up architecture iteration and profiler-driven performance debugging.”

Michael Boodoo

Screened

Senior Full-Stack Software Engineer specializing in secure web applications

Washington DC-Baltimore Area, USA10y exp

“Frontend engineer with experience spanning React/TypeScript architecture, third-party integrations, performance benchmarking, and UI animation/visualization. They described work on Angular-to-React migrations, enterprise API and PayPal integrations, a Gatsby-based 360 film project for Venezuelan filmmakers, and fixing a longstanding Washington Post bookmarks issue. Also noted holding an active US Secret Security Clearance.”

“Product/backend engineer from Revinate with experience in a startup-like SaaS environment, working on B2B tools for hotel managers. Stands out for hands-on performance optimization work that cut core service response times from roughly 800ms to about 300ms using Redis caching and database query improvements, alongside full-stack JavaScript/TypeScript and Python experience.”