SIDHARTH GROVER / FIELD NOTES
An atlas of what I’m building, what I’m learning, and the evidence connecting the two.
01 / GUIDED PATH
Creative interfaces
Gesture, sound, and playful software. A curated route through projects.
02 / GUIDED PATH
AI in real workflows
Explore product problems and the architecture behind them.
03 / GUIDED PATH
On the radar
Explore current discoveries. Published experiments will appear when available.
91 records
Discoveries
73
Ideas on the radar
Discovery
api-anything
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REA
Apple Intelligence On-Device AI for Mac
Buzz
Experiments
00
Questions being explored
Published experiments will appear here.
Projects
18
Products & implementations
Project
Victoria, Reframed
StockBot
CrossTax
Tech Radar
Evidence
Sources behind the work
Discussion references appear with published briefs.
Saving an investment idea is easy. StockBot gives it a next step: preserve where it came from, inspect what it claims, and see what still needs checking.
CrossTax helps Indian professionals in Canada navigate cross-border tax workflows with guided AI support and CPA-ready outputs.
Tech Radar turns the habit of saving interesting tools into a repeatable research and publishing workflow.
Handwave
Handwave is a standalone browser instrument for controlling a vocoder with hand gestures, designed to be usable without music-production expertise.
I used Codex and Higgsfield MCP to turn a travel photo into a short moving portrait. The room separates into floating layers, then returns around me.
Production-Ready Voice AI Agent
Built a low-latency voice interface that handles speech-to-text and text-to-speech with a 0.7s response time, a 7x improvement over standard implementations. The system uses GPT-4o-mini for efficient processing and integrates the Model Context Protocol to manage document operations autonomously.
MCP Studio
A document management system built on the Model Context Protocol, allowing for deep analysis and cross-document search using Claude. The architecture uses Next.js 15 and React 19 on the frontend, with a Python FastMCP backend communicating via Server-Sent Events to provide real-time updates and parallel execution.
DevOverflow - Stack Overflow Clone
Developed a modern Q&A platform using Next.js, featuring server-side rendering and a voting system for technical discussions. The application includes search recommendations and automated answer generation using Large Language Models, achieving a perfect Lighthouse score across all performance metrics.
UBZ: University of Bozos and Zombies
Cross-platform 2D game engine developed as part of CPSC 427 course project. Built from scratch using C++, OpenGL for rendering, and Box2D for physics simulation. Features modular architecture with AI pathfinding algorithms, collision detection, interactive UI system, and particle effects. Optimized gameplay through iterative user testing, QA feedback, and performance profiling.
Real Estate Price Prediction
Statistical machine learning model for predicting Taiwan real estate prices developed for STAT 306. Implemented comprehensive feature engineering using tidyverse, exploratory data analysis, and regression modeling. Created interactive visualizations with ggplot2 to communicate insights effectively. Achieved 81.42% adjusted R² through careful feature selection and model validation.
DYNE Analytics Dashboard
Comprehensive B2B SaaS analytics platform providing restaurant owners with actionable insights. Features include real-time "Dine-In" analytics, customer behavior tracking, revenue forecasting using ML models, competitive analysis, AI-enhanced review management, dynamic menu optimization, and integrated coupon marketplace. Built to scale for 900+ restaurant clients.
DYNE Mobile App
Social dining platform with 25K+ active users connecting people through food experiences. Features AI-powered restaurant recommendations using collaborative filtering, gamified map-based discovery, location-based scavenger hunts with rewards, loyalty points system (Dyne Bucks), social meetup coordination, and exclusive deals marketplace. Implemented real-time geospatial queries and push notifications for enhanced user engagement.
Web3 Wave Portal - Blockchain DApp
Decentralized application built on Ethereum blockchain using Solidity smart contracts. Users can send messages that are permanently stored on-chain, with automatic reward distribution (0.001 ETH) to participants. Features include wallet integration using MetaMask, gas-optimized contract deployment, and event-driven architecture for real-time updates. Demonstrates understanding of Web3 fundamentals, smart contract security, and blockchain interaction patterns.
NGO Management System
Comprehensive management platform serving 50+ NGOs, 150+ volunteers, and 20+ organizational founders. Features include volunteer scheduling and coordination, event management system, expense tracking with budget analytics, reward and recognition system, and member database management. Built with Java using MVC architecture, implements data persistence with JSON serialization, features custom GUI using Swing API with integrated audio feedback for enhanced UX.
Mashup Song Recommender
Machine learning-powered music recommendation system analyzing audio features to suggest compatible songs for mashups. Implemented classification algorithms based on tempo (BPM), key, energy levels, and release dates. Model trained and validated on the Million Song Dataset with feature extraction using librosa. Achieved 75%+ accuracy in predicting song compatibility for mashup creation using ensemble methods.
CernSpace - Distributed Computing Platform
Community-powered distributed computing platform connecting researchers with idle computational resources. Built during 24-hour hackathon using React-Bootstrap and TypeScript. Implemented real-time resource allocation system, asynchronous task queue management with Firebase Functions, and live dashboard showing computational contributions. Features include user authentication, Firestore real-time database for tracking compute jobs, and responsive design.
Tennis Match Duration Prediction
Statistical analysis and machine learning project predicting tennis match duration with 70% accuracy. Applied K-means clustering, classification algorithms, hypothesis testing, and data preprocessing on 5000+ best-of-3 match observations. Utilized ggpairs for exploratory data analysis, feature engineering to identify key performance indicators, and cross-validation for model selection. Implemented data visualization using ggplot2 to communicate insights effectively.
Hospital Management System
Enterprise-grade hospital management system with menu-driven interface built in C++. Features automated patient assignment based on ailments and specialist availability, attendance tracking for medical staff, floor and wing management, appointment scheduling system, and local file-based database using I/O streams. Implements efficient data structures for patient records, doctor schedules, and resource allocation algorithms.
Turn Any Website into an API — TypeScript library that converts any website into an agent-callable API, learning from the site's frontend and auto-healing on site changes.
Reverse Engineer Anything MCP — An MCP server for AI-assisted reverse engineering of binaries, applications, and runtime behavior down to the binary level.
Apple's free, private, on-device AI built into modern Macs and iPhones for tasks like transcription, summarization, and app building.
Block's open-source workspace for people and agents; worth tracking as a coordination interface.
LongCat-Avatar
Meituan's audio-driven avatar model is available through the LongCat-Video repository; bookmark for a scoped future evaluation, with compute requirements still to assess.
No AI Slop
a writing-editing skill for spotting generic phrasing while preserving a draft's meaning and voice.
Archify Interactive Architecture Maps
Turn source-backed architecture explanations into interactive diagrams with focused paths, guided steps, and source links.
Kie.ai as a Higgsfield alternative
The reel recommends Kie.ai for image/video generation; its savings, model rankings, and free-video offer are not established by the incomplete capture.
claude-seo
Claude AI SEO Automation Agent — Open-source Claude agent that pulls Search Console data and automates on-page SEO tasks for WordPress and Shopify sites.
LinkedIn Profile Optimization for Recruiter Search
A strategy for placing keywords in specific LinkedIn profile sections to improve visibility in recruiter boolean searches.
Claude Code + iPhone Mirroring AI Control
Uses Claude Code and Apple's iPhone Mirroring to let an AI agent operate an iPhone by reading and interacting with its mirrored screen on Mac.
claude-video
Claude Code video skill using sampled frames and transcripts; Gemini integration and proposed application code remain unverified.
Prime Agent
Self-Improving RLM Coding Harness — Open-source agent harness by Prime Intellect that rewrites its own scaffolding at runtime, achieving 95.5% on ARC-AGI-3 with Claude Opus 5.
Gemini Web2API
Browser Session API Proxy — Routes app requests through your logged-in Gemini browser session, bypassing the need for an official Google AI API key.
Manus.im
AI Website Builder with Backend — AI-driven platform to build, deploy, and track full-stack websites with one-click publishing, analytics, and SEO tools.
Claude Code
Top GitHub Resources for Engineers — Five curated GitHub repos to help software engineers level up their Claude Code usage, covering best practices, agents, hooks, and full professional setups.
Claude Code AI Writing Humanizer Workflow
A CLAUDE.md-based workflow that trains Claude Code to avoid AI writing tells using the Humanizer repo and StoryScope dataset.
Prompt Injection AI Security Vulnerability
Prompt injection tricks AI tools into following hidden instructions embedded in untrusted data such as public profiles or documents.
Palmier AI Video Editor with Claude Integration
Palmier is an open-source Mac video editor that uses Claude to edit timelines via natural language commands.
Animation tools: Jitter and Rive
A partial devlog capture, supplemented with official animation and React integration docs.
AXI Agent eXperience Interface CLI Design
A set of 10 design principles for building CLI tools optimized for AI agent use rather than human interaction.
Firstmate Multi-Agent Orchestration Framework
Firstmate exposes a single AI agent interface while coordinating specialized backend agents to handle complex agentic workflows.
gnhf Autonomous AI Agent Runtime
TypeScript framework for running AI agents unattended overnight without human supervision during long-running workflows.
Lavish HTML Artifact Editor
A purpose-built editor that treats HTML as a first-class authoring format, positioning it as an alternative to Markdown.
no-mistakes Git Push Safety Tool
A Go-based tool that intercepts git push commands and applies configurable validation rules to prevent accidental pushes.
Treehouse Git Worktree Manager CLI
Go CLI tool that automates Git worktree creation and switching, reducing manual directory and command overhead.
OpenSuperWhisper macOS Local Dictation App
Open-source macOS dictation app running OpenAI Whisper locally for private, offline speech-to-text transcription.
Vercel Labs Skills Open Agent Capabilities Tool
An open-source CLI tool for defining and running modular, reusable AI agent skills in TypeScript.
tmux Terminal Multiplexer
tmux lets users manage multiple terminal sessions in one window, with persistent sessions that survive disconnects.
Neovim
Open-source Vim-based text editor with built-in LSP client, Lua scripting, and async plugin architecture.
Claude Code Plugins for Productivity Workflows
Five open-source plugins extend Claude Code with token optimization, persistent memory, and creative workflow automation.
WezTerm GPU-Accelerated Terminal Emulator
A Rust-based cross-platform terminal emulator with GPU acceleration, built-in multiplexing, and Lua configuration.
Foundational AI and LLM Terminology Guide
Overview of core AI/ML concepts including embeddings, temperature, softmax, beam search, logits, and prompt injection.
Free GitHub Repos for Quantitative Finance Learning
A curated set of open-source repositories covering financial modeling, derivatives pricing, and algorithmic trading for self-learners.
Loop Engineering AI Agent Automation Framework
Open-source framework with templates and NPM tooling for building self-sustaining automated loops that drive AI coding agents.
go-trader Crypto Trading Bot in Go
Go-based crypto trading bot supporting backtesting, paper trading, and live trading with built-in risk management.
Three-Phase Product Launch Content Framework
A 30-60 day content strategy spanning pre-launch, launch week, and post-launch feedback to create a self-compounding sales cycle.
Anthropic Launch Your Agent Claude Code Skill
Open-source prompt template lets users build and deploy autonomous AI agents inside Claude Code without terminal access.
Three-Layer Architecture for AI Trading Systems
Separates AI trading systems into analyst, orchestration, and data layers for modularity and safer paper-trade validation.
Agent Reach Open-Source AI Web Scraping Tool
Python library letting AI agents read Twitter, Reddit, YouTube, and GitHub in real time without official API keys.
Ponytail AI Agent Simplicity Skill
A prompt instruction set for AI coding agents that enforces minimal solutions, claiming 80-94% less code and 47-77% lower token costs.
cortextOS Multi-Agent Coding Orchestration System
cortextOS unifies OpenAI Codex and Claude Code via shared config, instructions, and external markdown memory to prevent drift.
AI-Powered PowerPoint Generation via python-pptx
ppt-master is a Claude AI tool that generates editable PowerPoint decks from a plain-text prompt using python-pptx code.
Understand Anything
Public Egonex-AI project documenting interactive codebase graphs and guided tours; capabilities have not been tested locally.
MoneyPrinterTurbo Automated Video Generation Tool
Open-source Python tool that generates complete faceless videos from a text topic, including script, footage, subtitles, and voiceover.
MediaPipe TouchDesigner Plugin
Pre-built .tox plugin integrating Google MediaPipe into TouchDesigner for real-time hand tracking and pose estimation.
Kronos Financial Time-Series AI Model
Kronos tokenizes candlestick chart data and predicts stock price movements, trained on 12B records from 45 exchanges.
Scrapling Adaptive Python Web Scraping Library
Python scraping library that auto-adapts to DOM changes and includes built-in stealth mode to bypass bot detection.
ECC Agent Harness for AI Coding Assistants
Configuration framework adding persistent memory, skills, and security guardrails to AI coding agents like Claude Code and Cursor.
Open-Source AI Engineering Curriculum From First Principles
A 416-lesson, 20-phase open-source curriculum teaching AI fundamentals from linear algebra to autonomous agents across four languages.
Composio AI Agent Tool Integration Platform
Composio connects AI agents to 250+ external APIs and services with built-in authentication management via a single SDK.
HeyGen AI Avatar Video Generation Platform
HeyGen creates a realistic AI video clone of you to produce video content, ads, and courses without repeated filming.
Application recorded
Fli CLI Tool for AI APIs
Fli is an open-source CLI that calls reverse-engineered AI APIs directly, bypassing web UIs for faster, scriptable output.
System Prompt Templates for AI Coding Agents
A reusable prompt engineering template that standardizes LLM coding assistant behavior to reduce hallucinations and enforce best practices.
Mentrix AI Avatar Agency Model
A service/mentorship teaching people to build agencies that sell AI avatar video content to businesses using HeyGen, ElevenLabs, and Claude.
ml-intern Open-Source ML Coding Agent
ml-intern reads live Hugging Face docs at runtime to generate training code without hallucinating deprecated API parameters.
Google MCP Toolbox for Databases
Google's open-source MCP server gives AI agents secure, configuration-driven access to databases without custom boilerplate code.
Public APIs Directory 1500 Free APIs
A community-maintained GitHub list of 1,500+ free public APIs organized by category for developers to use in projects.
NVIDIA Learning Resources
NVIDIA offers developer tools, SDKs, and training materials for GPU computing and AI workloads.
Udeler Udemy Course Downloader Desktop App
Electron-based desktop app that downloads enrolled Udemy courses locally for offline viewing on Windows, macOS, and Linux.
Self-Hosted Open Source AI Tools Stack
A collection of open-source tools like Ollama, LangChain, and AnythingLLM that replace paid AI SaaS subscriptions with self-hosted alternatives.
Hybrid RAG with Knowledge Graph Query Router
Combines vector search and knowledge graphs with a query router to handle both semantic and relational retrieval in LLM pipelines.
Kronos Financial Time-Series Foundation Model
Open-source model trained on 12B financial records for zero-shot price and volatility forecasting across assets and timeframes.
OpenAI Codex Agentic CLI Goal Feature
OpenAI Codex CLI adds a /goal mode that autonomously loops across sessions to complete long-horizon coding tasks without re-prompting.
Web Scraper Optimised for Claude Code
A web scraping script built to run inside Claude Code's agentic environment, claimed to outperform general-purpose scraper repos and agents.
CrewAI Multi-Agent Orchestration Framework
CrewAI is a Python framework that coordinates multiple specialized AI agents with distinct roles to collaborate on complex tasks.
Startup Founder Resource Tool
A resource or tool promoted for startup founders; specific technology details are unavailable from this source.
TradingAgents Multi-Agent LLM Trading Framework
Open-source framework deploying specialized LLM agents for analysis, risk, and portfolio management to generate collaborative trading decisions.
Infisical Secrets Management for AI Coding Agents
Infisical lets AI agents fetch secrets at runtime, preventing API keys from appearing in plaintext transcript logs.
Prompt Master Automated Prompt Generator
A tool that automatically generates optimized prompts inside Claude or ChatGPT, removing the need for manual prompt engineering.
Cobalt Open-Source Media Downloader
Free, open-source tool that downloads video, audio, and images from 100+ platforms by pasting a link.
OpenAI GPT-5.5 Language Model
OpenAI's GPT-5.5 is a new frontier LLM with improved coding and reasoning benchmarks, available via ChatGPT and API.
Kronos AI Quantitative Trading Model
Kronos is a zero-shot AI trading model for automated quant strategies, integrated via HuggingFace and used with an LLM-assisted setup workflow.
Select a card to open its details. Connections show recorded references.
No Community Lab experiments have been published yet. Projects and discoveries remain available to explore.