# Nitish R.G. > Software Engineering Student · India Software engineering student at IIT Madras (B.S. Data Science) with strong foundations in CS, data structures, algorithms, and OOP. Ranked #73 globally for autonomous AI agent creation (HackerRank Orchestrate June 2026). HackerRank 5-Star Gold in SQL. Experienced in Python, TypeScript, JavaScript, and C++ with a focus on shipping production-quality software. ## About Software engineering student at IIT Madras (B.S. Data Science) with strong foundations in CS, data structures, algorithms, and OOP. Ranked #73 globally for autonomous AI agent creation (HackerRank Orchestrate June 2026). HackerRank 5-Star Gold in SQL. Experienced in Python, TypeScript, JavaScript, and C++ with a focus on shipping production-quality software. ## Stack - **Languages:** Python, TypeScript, JavaScript, Dart, HTML, Kotlin, Java, Jupyter, C#, CSS, Swift, Batchfile, C, C++, CMake, Dockerfile, Makefile, Mako, Mermaid, Objective-C, PLpgSQL, PowerShell, Ruby, Shell, SQL - **AI & ML:** scikit-learn, LangChain, NLP, OpenAI API, TensorFlow, Agentic Systems, CNNs, Keras, RAG pipelines - **Frontend:** flutter, React, GSAP, Vite - **Backend:** REST APIs, FastAPI, Flask, MySQL, Node.js, PostgreSQL, SQLite - **Infrastructure:** Docker, AWS, GitHub Actions, Google Cloud, Oracle Cloud - **Other:** AI Agents, Developer Tools, Agent Skills, Claude Code, Coding Agent, cursor, LLM Tools, Open Source, mcp, LLM Evaluation ## Experience ### CODESTREAK Location: Remote **Founder** 11.2025 – Present Founded and scaled an international AI/data engineering community with members from IITs, Stanford, University of Toronto, and quant firms. - Founded and scaled community to 200+ members across 15 countries - Designed technical curriculum covering AI/ML, data engineering, and systems design - Organized weekly technical talks and monthly hackathons - Built partnerships with researchers at IITs and Stanford Technologies: Community Building, Technical Leadership, Curriculum Design ### Infosys Springboard Location: Remote **AI/Data Intern** 12.2025 – 02.2026 Completed advanced AI/data science tracks; delivered production-style assignments covering deep learning, NLP, and applied ML pipelines. - Completed 3 advanced AI/ML engineering tracks - Built production-style NLP pipelines for text classification - Delivered technical assignments meeting production quality standards Technologies: Python, TensorFlow, NLP, Deep Learning ### EVOASTRA Ventures Pvt Ltd Location: Remote **Data Scientist Intern** 09.2025 – 11.2025 Executed end-to-end data science workflows: EDA, feature engineering, model prototyping, and insight generation for applied business use cases. - Led EDA and feature engineering for 3 business datasets - Prototyped and benchmarked 5 ML models for demand forecasting - Generated actionable insights that informed business strategy Technologies: Python, pandas, scikit-learn, EDA ### SCJ Entertainments Location: Remote **Junior Developer — AI/ML** 08.2025 – 11.2025 Implemented AI/ML components within production delivery cycles; applied engineering principles to model deployment and release activities. - Integrated ML models into production delivery pipelines - Built automated testing for model inference endpoints - Applied TDD practices to ML deployment workflows Technologies: Python, Docker, CI/CD, ML Deployment ### Encolink Location: Remote **Front-End Development Intern** 10.2025 – 11.2025 Engineered responsive, accessible frontend components; improved UI consistency and performance using modern JavaScript and CSS. - Built 15+ responsive UI components with accessibility compliance - Improved page load performance by 30% through code splitting - Established CSS design token system for visual consistency Technologies: JavaScript, CSS, Responsive Design, Accessibility ### Suvidha Foundation Location: Remote **Machine Learning Intern** 08.2025 – 10.2025 Built and validated ML pipelines: data preprocessing, feature selection, model training, and evaluation using scikit-learn. - Built end-to-end ML pipelines for 2 classification tasks - Implemented hyperparameter tuning reducing error by 12% - Delivered model evaluation reports with actionable recommendations Technologies: Python, scikit-learn, ML Pipelines, Hyperparameter Tuning ## Education ### Sri Shakthi Institute of Engineering and Technology B.E. Computer Science Engineering · 09.2025 – 05.2029 Coursework: Algorithms and Complexity, Operating Systems, Computer Networks, Software Engineering, Database Systems, OOP with Java. ### Indian Institute of Technology Madras B.S. Data Science and Applications · 07.2025 – Present Coursework: Mathematics for Data Science, Statistics, Python, Computational Thinking, DBMS, Machine Learning. Core CS: Data Structures, Algorithms, OOP, Systems Design. ## Projects ### [Svg Ambiguity Bench](https://doi.org/10.5281/zenodo.21682240) 07.2026 – 07.2026 An evaluation methodology for context-augmentation experiments: a format-matched control that separates whether added context helps because of its information or its format. Pre-registered instrument, mutation-audited scorer, worked example in SVG reference resolution. Technologies: Python, benchmark, evaluation-methodology, llm-evaluation, null-results, preregistration, reference-resolution, reproducible-research, small-language-models, svg ### [Lead Morph AI](https://github.com/NITISH-R-G/LeadMorph-AI#readme) 07.2026 – 08.2026 Intelligently import and normalize CSV lead data into GrowEasy CRM format — a production-grade TypeScript pnpm monorepo (Next.js + Express). Technologies: TypeScript, crm, csv, csv-import, data-normalization, express, lead-generation, monorepo, nextjs, open-source, pnpm ### [Portfolio](https://nitish-r-g.github.io/Portfolio/) 07.2026 – 10.2026 Connect your profiles — your portfolio builds itself. An open, plug-and-play portfolio engine and standard: evidence-backed, provenance-tracked, conflict-resolved. Not just Nitish's portfolio — a fork away from being yours. Technologies: JavaScript, career-tools, data-provenance, developer-portfolio, developer-tools, github, open-source, portfolio, portfolio-builder, portfolio-generator, professional-profile, react, resume, static-site-generator, web-extraction ### [Road SOS](https://github.com/NITISH-R-G/RoadSOS) 04.2026 – 09.2026 Offline-first, Gemma-4-powered emergency response app for road accidents in India — crash detection, AI triage, BLE mesh, and multilingual first-aid guidance. Technologies: Dart, ble-mesh, emergency-response, flutter, gemma, india, offline-first, on-device-ai, road-safety, supabase ### [Screen Saathi](https://github.com/NITISH-R-G/ScreenSaathi) 07.2026 – 08.2026 Open-source AI copilot for Android: understands the live screen via the Accessibility API, resolves the exact UI element you need in natural language (Hindi, Tamil, English), and visually guides you to it — built for people who find modern app UIs hard to navigate. Technologies: Kotlin, accessibility, agentic-ai, ai, ai-agent, ai-copilot, android, android-accessibility-service, android-ai, assistive-technology, elderly-accessibility, hindi, multilingual, sarvam-ai, screen-understanding, tamil, voice-assistant ### [Hackerrank Orchestrate Skills](https://github.com/NITISH-R-G/hackerrank-orchestrate-skills) 07.2026 – 08.2026 Software for HackerRank Orchestrate: an evaluator, an engineering-memory CLI that remembers what you measured and rejected, a mentor that costs a change before you write it, an adaptive AI-judge interview simulator, and 34 auto-triggering Agent Skills. Technologies: Python, agent-skills, ai-agents, ai-agents-framework, ai-evaluation, chakra, claude-code, coding-agent, cursor, developer-tools, engineering-memory, hackathon, hackerrank, hackerrank-orchestrate, interview-prep, llm-agents, llm-evaluation, llm-tools, open-source, prompt-engineering, python-cli ### [Intelli Credit V2](https://intelli-credit-v2-phi.vercel.app/) 04.2026 – 10.2026 AI Credit Decision Making Engine Technologies: TypeScript ### [Composio App Research](https://github.com/NITISH-R-G/composio-app-research) 08.2026 – 08.2026 Agent-driven research pipeline for evaluating API, auth, MCP, credential access, and toolkit feasibility across 100 apps. Technologies: HTML, ai-agents, api-research, composio, developer-tools, llm, mcp, product-ops, python, web-research ### [Agent Memory Protocol](https://github.com/NITISH-R-G/agent-memory-protocol) 08.2026 – 08.2026 Portable, git-committed memory infrastructure for AI coding agents — survives switching models, providers, IDEs, and harnesses. Adopts the official MCP memory server; doesn't reinvent it. Technologies: Python, agent-memory, agent-skills, ai-agents, claude-code, coding-agent, cursor, llm-tools, long-term-memory, mcp ### [Skills I Use](https://github.com/NITISH-R-G/skills-i-use) 07.2026 – 08.2026 A curated, cross-agent collection of 400+ Agent Skills for Claude Code, Cursor, Codex & more — reviewed, deduplicated, and fully attributed to original authors. Technologies: Python, agent-skills, ai-agents, anthropic, awesome-list, claude-code, codex, coding-agent, cursor, developer-tools, llm-tools, mcp, skill-md ### [Amazon Clone](https://amazon-clone-six-sigma-27.vercel.app/) 10.2026 – 10.2026 Amazon-inspired commerce rebuild (Next.js, Drizzle, Postgres) Technologies: TypeScript ### [Placement OS](https://github.com/NITISH-R-G/PlacementOS) 09.2026 – 09.2026 PlacementOS - AI Placement Operating System for College Students. Reimagine Placement Preparation. Technologies: TypeScript ### [Graph Engineering Skills](https://github.com/NITISH-R-G/graph-engineering-skills) 08.2026 – 08.2026 8 free AI agent skills on loop and graph engineering — verifier design, autonomy ladders, node/edge architecture, and reviewer nodes, sourced and evidence-tiered. Technologies: agent-skills, agentic-workflows, ai-agents, claude-code, coding-agent, cursor, langgraph, llm-tools, multi-agent ### [RAVEN](https://github.com/NITISH-R-G/RAVEN) 05.2026 – 06.2026 Relational Verification Engine Technologies: TypeScript ### [FUTURE DS 01](https://github.com/NITISH-R-G/FUTURE_DS_01) 08.2025 – 10.2026 Future Interns Technologies: Python ### [Amypo](https://amypo-backend-one.vercel.app/) 03.2026 – 10.2026 Technologies: JavaScript ### [I Portfolio Mac OS Style Portfolio](https://mac-os-portfolio-nine-beryl.vercel.app/) 11.2025 – 10.2026 Technologies: JavaScript ### [Intelli Credit V1](https://github.com/NITISH-R-G/Intelli-Credit-V1) 04.2026 – 06.2026 intelli-credit Technologies: TypeScript ### [Intelligent University Knowledge Assistant](https://github.com/NITISH-R-G/Intelligent-University-Knowledge-Assistant) 10.2026 – 10.2026 Intelligent University Knowledge Assistant - Phase 0 architecture discovery and Phase 1 engineering foundation (modular monolith + async workers, Python/FastAPI, PostgreSQL + pgvector). Technologies: Python ### [Rail ATC](https://replit.com/@nitishrg8220psg/Alumni-Login-System) 05.2026 – 06.2026 Technologies: TypeScript ### [React Native Todo App](https://github.com/NITISH-R-G/react-native-todo-app) 10.2026 – 10.2026 React Native CLI To-Do app with TypeScript, authentication, Node.js API, MongoDB, and task management Technologies: TypeScript ### [Siet Cse Inceptron Landing Page](https://github.com/NITISH-R-G/siet_cse_inceptron_landing_page) 04.2026 – 06.2026 Scroll Animation Technologies: TypeScript ### [Support Resolution Engine](https://github.com/NITISH-R-G/support-resolution-engine) 09.2026 – 09.2026 Grounded AI customer-support agent: intent classification, historical-resolution retrieval, and auto-handle vs escalate routing, with an evaluation-first harness. Technologies: Python ### [Intelli Credit](https://github.com/NITISH-R-G/intelli-credit) 02.2026 – 07.2026 Technologies: Python ### [Multi Domain Support Triage](https://github.com/NITISH-R-G/Multi-Domain-Support-Triage) 05.2026 – 10.2026 Technologies: Python ### [Rag Context Optimizer](https://github.com/NITISH-R-G/rag-context-optimizer) 04.2026 – 10.2026 Technologies: Python ### [Ev Grid Oracle](https://github.com/NITISH-R-G/ev-grid-oracle) 04.2026 – 10.2026 Technologies: Python ### [Palm Play](https://github.com/NITISH-R-G/PalmPlay) 01.2026 – 10.2026 Technologies: Python ### [clicky (YC-backed fork)](https://github.com/NITISH-R-G) Ported a YC-backed macOS Swift app to Windows by rewriting the core in C# .NET with multi-provider AI SDK support. Technologies: C#, .NET, Swift, Multi-provider AI SDKs ### [DIALECTICA](https://github.com/NITISH-R-G/DIALECTICA) 04.2026 – 10.2026 Technologies: Python ### [Discourse Rag Assistant](https://github.com/NITISH-R-G/discourse-rag-assistant) 12.2025 – 09.2026 Technologies: Python ### [discourse-rag-assistant](https://github.com/NITISH-R-G) Document-grounded RAG system with FAISS vector indexing, semantic chunking, and structured prompt pipelines. Benchmarked with MRR and Recall@K. Technologies: Python, LangChain, OpenAI API, FAISS, RAG ### [FACE EMOTION DETECTION](https://github.com/NITISH-R-G/FACE-EMOTION-DETECTION) 08.2025 – 10.2026 Technologies: Python ### [FUTURE DS 02](https://github.com/NITISH-R-G/FUTURE_DS_02) 08.2025 – 10.2026 Technologies: Python ### [FUTURE DS 03](https://github.com/NITISH-R-G/FUTURE_DS_03) 08.2025 – 09.2026 Technologies: Jupyter Notebook ### [Health Drop Surveillance System Main](https://github.com/NITISH-R-G/Health-Drop-Surveillance-System-main) 02.2026 – 10.2026 Technologies: TypeScript ### [INFOSYS SPRINGBOARD](https://github.com/NITISH-R-G/INFOSYS-SPRINGBOARD) 01.2026 – 10.2026 Technologies: Dart ### [Intelli-Credit](https://github.com/NITISH-R-G) Three-generation AI credit decision engine: rule-based frontend → TypeScript REST API → Python ML risk model with logistic regression and gradient-boosted trees. Technologies: Python, TypeScript, scikit-learn, REST APIs, ML ### [Palm Play1](https://github.com/NITISH-R-G/PalmPlay1) 01.2026 – 10.2026 Technologies: Python ### [Pedagogy X](https://github.com/NITISH-R-G/PedagogyX) 05.2026 – 10.2026 Technologies: Python ### [RailATC](https://github.com/NITISH-R-G) Automatic Train Control simulation with block signaling algorithms and collision-avoidance logic using graph traversal and state-machine design. Technologies: TypeScript, Simulation, Graph Algorithms, State Machines ### [RAVEN — Relational Verification Engine](https://github.com/NITISH-R-G) Multi-layer financial fraud detection combining document ingestion, cross-document coherence scoring, and graph-based fraud ring detection using NetworkX. Technologies: TypeScript, Python, NetworkX, Graph Algorithms, Multi-Agent Systems ### [RoadSOS](https://github.com/NITISH-R-G) Cross-platform emergency roadside app with real-time GPS, SOS dispatch, nearest-responder matching, and offline-first architecture. Technologies: Dart, Flutter, GPS, Real-time Systems, Offline-first ### [Skills Communicate Using Markdown](https://github.com/NITISH-R-G/skills-communicate-using-markdown) 04.2026 – 04.2026 Exercise: Communicate using Markdown ### [Skills Introduction To Github](https://github.com/NITISH-R-G/skills-introduction-to-github) 04.2026 – 04.2026 My clone repository ### [Smart Task Tracker Mac OS Dark Edition](https://github.com/NITISH-R-G/Smart-Task-Tracker-macOS-Dark-Edition-) 01.2026 – 10.2026 Technologies: HTML ### [Text Bridge3 D](https://github.com/NITISH-R-G/TextBridge3D) 03.2026 – 09.2026 Technologies: Python ### [NITISH R G Leetcode Solutions](https://github.com/NITISH-R-G/NITISH-R-G-Leetcode-solutions) 06.2026 – 08.2026 Technologies: Java ### [RTI](https://github.com/NITISH-R-G/RTI) 08.2026 – 10.2026 Technologies: JavaScript ### [I Portfolio](https://github.com/NITISH-R-G/iPortfolio) 01.2026 – 09.2026 ### [Portfolio Builder Claude Session](https://github.com/NITISH-R-G/portfolio-builder-claude-session) 09.2026 – 09.2026 ## Awards ### HackerRank Orchestrate — Rank #73 Globally HackerRank · 2026-06-01 Ranked #73 globally for autonomous AI agent creation in HackerRank's Orchestrate challenge, demonstrating proficiency in multi-agent system design and AI orchestration. ## Certifications - Oracle Cloud Infrastructure 2025 — Oracle · 2025-01-01 - HackerRank 5-Star Gold — SQL — HackerRank - Google Gemini Certified University Student — Google - AWS AI/ML Certifications — AWS - McKinsey Forward Program — McKinsey ## Links - Portfolio: https://nitish-r-g.github.io/Portfolio/ - GitHub: https://github.com/NITISH-R-G