Skip to content
View arrya5's full-sized avatar
1 follower · 0 following
  • 02:10 (UTC -12:00)

Highlights

  • Pro

Block or report arrya5

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
arrya5/README.md
Typing SVG

LinkedIn Gmail GitHub AWS AI Practitioner AWS Cloud Practitioner

📍 Chennai, India 🇮🇳  |  📞 +91-9816979777  |  📧 arryathakur5@gmail.com

Trophy

🧠 About Me

  • 🎓 B.Tech Computer Science @ SRM Institute of Science and Technology, Chennai (Expected 2027)
  • 🔬 ML Research Intern @ Indian Institute of Technology (IIT), Goa (May–Jul 2025) — Built end-to-end financial forecasting pipelines: ARIMA → Temporal Fusion Transformer (TFT), achieving an 18% reduction in coverage interval error
  • 💼 Summer Intern @ Grant Thornton Bharat LLP (Jun–Jul 2024) — Technology Advisory, audit workflows & internal control frameworks
  • 🏆 AWS Certified — AI Practitioner & Cloud Practitioner (Valid Apr 2026–Apr 2029)
  • 🥉 3rd Place — IdeaSpark Ideathon, Founders Club SRM (2024)
  • 🧠 Building KATHA — a leak-proof multi-agent RAG engine; information asymmetry enforced in the retrieval layer, proven 0-leak by an automated eval suite
  • 🌍 Shipped BLARAA Systems — EU CBAM Carbon Compliance SaaS (React + FastAPI + Vercel)
  • 🎯 Focus: Multi-Agent Systems · RAG · LangGraph · LLM Orchestration & Evals · Applied ML
  • 📚 Seeking: GenAI / Applied AI Engineer roles (Summer/Fall 2026) | Full-time from mid-2027

🚀 Tech Stack

GenAI & LLM

Languages & Web

Python
Python 		JavaScript
JavaScript 		React
React.js 		REST API
REST APIs 		Docker
Docker 		AWS
AWS 		SQL
SQL 		GitHub
GitHub

ML / AI / Data

PyTorch
PyTorch 		OpenCV
OpenCV 		Pandas
Pandas 		NumPy
NumPy 		Scikit-learn
Sklearn 		FastAPI
FastAPI 		Streamlit
Streamlit 		Gemini API
Gemini API

Databases & Infra

PostgreSQL
PostgreSQL 		SQLite
SQLite 		Node.js
Node.js 		Express.js
Express.js 		Git
Git 		VS Code
VS Code 		Vercel
Vercel 		Linux
Linux

💼 Experience

🔬 ML Research Intern — Indian Institute of Technology, Goa (May 2025 – Jul 2025)

Goa, On-Site

  • Engineered an end-to-end forecasting system from classical ARIMA → Temporal Fusion Transformer (TFT) for quantile-based stock prediction, achieving an 18% reduction in coverage interval error
  • Developed advanced architectures including Gated-Attention LSTM and hybrid LSTM-LightGBM ensemble; automated hyperparameter search with Optuna (200+ trials) and PyTorch Lightning
  • Architected a leak-proof data pipeline with automated yfinance ingestion, comprehensive feature engineering, and rigorous time-series cross-validation

💼 Summer Intern — Grant Thornton Bharat LLP (Jun 2024 – Jul 2024)

Gurugram, Remote

  • Analysed audit workflows and internal control frameworks within the Technology Advisory practice
  • Developed working understanding of risk assessment methodologies and professional standards in external audit

🏆 Featured Projects

🧠 Katha — Leak-Proof Multi-Agent Engine

Multi-Agent RAG · GenAI · 2026–Present

Each AI character can only retrieve facts it personally witnessed — information asymmetry enforced in the retrieval layer, not the prompt. Proven 0 leaks across a 28-probe adversarial set by an eval suite that gates CI. Runs offline, no API keys.

🤖 Rocky — Autonomous AI Trading Agent

Agentic Systems · LLM Orchestration · 2026–Present

Autonomous swing-trading agent for NSE/BSE — Gemini-orchestrated macro research + vision chart analysis, a 9+1 execution gate, and walk-forward overfit detection. Runs on 5 scheduled GitHub Actions at ₹0 infra cost. (Paper-trading.)

🌍 BLARAA Systems — Carbon Compliance SaaS

Live Deployed SaaS · 2025–Present

Live SaaS spanning five carbon & energy regulations (EU CBAM, India CCTS, RCO…). Generates CBAM-compliant XML in <60s; a "Glass Box" audit trail enforces regulatory traceability via SQLite + Pydantic validators.

📇 Reach CRM — Agentic CRM

Agentic Tool-Use · Deployed · 2026

CRM driven by a bounded tool-use loop — provider-agnostic LLM, a Filter DSL that blocks LLM-driven SQL injection, and idempotent webhooks. Live deployment with a conscious trade-off design.

✂️ Self-Pruning Neural Network

Applied ML · MLOps · 2026

Dynamic neural-network sparsification in PyTorch (sigmoid gating + L1), served via FastAPI + Docker with pytest. Documents the hard-mask fix for the soft-pruning illusion — an honest engineering writeup.

🚗 Real-Time Accident Detection

Deep Learning · Computer Vision · 2025

Low-latency pipeline using MobileNetV2 transfer learning with 3-phase progressive fine-tuning + custom temporal smoothing. Runs at 25+ FPS; async SMTP alerts with evidentiary screenshots to emergency services.

🏅 Certifications & Achievements

Award Details Year
🏆 AWS Certified AI Practitioner Valid Apr 2026 – Apr 2029 2024
☁️ AWS Certified Cloud Practitioner Valid Apr 2026 – Apr 2029 2024
🥉 3rd Place — IdeaSpark Ideathon Founders Club, SRM 2024
🔬 ML Research Intern Indian Institute of Technology (IIT), Goa 2025
🌐 Rotary International Volunteer 21+ hours, Community Development Projects 2025

📊 GitHub Stats

GitHub Streak

📈 Contribution Activity

Contribution Graph

Profile Views

Thanks for visiting! Let's build something amazing together 🚀

Open to GenAI / Applied AI Engineer roles — Summer/Fall 2026

Pinned Loading

  1. accident-detection-system accident-detection-system Public

    AI-powered Road Accident Detection and Alert System with multi-channel notifications

    Python 1

  2. BLARAA-SYSTEMS BLARAA-SYSTEMS Public

    India's energy and carbon compliance platform — CBAM, CCTS, RCO, CAFE, ECSBC

    JavaScript 1

  3. KATHA KATHA Public

    Leak-proof multi-agent RAG narrative engine — information asymmetry enforced in the retrieval layer, proven 0-leak by an automated eval suite. LangGraph, offline, no API keys.

    Python

  4. reach-crm reach-crm Public

    Agentic CRM with a bounded tool-use loop — provider-agnostic LLM, a Filter DSL that blocks LLM-driven SQL injection, and idempotent webhooks. Deployed.

    Python

  5. Rocky-Trading-Bot Rocky-Trading-Bot Public

    Autonomous AI swing-trading agent for NSE/BSE — Gemini-orchestrated macro research + vision chart analysis, a 9+1 execution gate, and walk-forward overfit detection. Runs on GitHub Actions at zero …

    Python

  6. Self-Pruning-Neural-Network-Dynamic-Sparsification-PyTorch-FastAPI Self-Pruning-Neural-Network-Dynamic-Sparsification-PyTorch-FastAPI Public

    Dynamic neural-network sparsification in PyTorch (sigmoid gating + L1), served via FastAPI + Docker. Includes the hard-mask fix for the soft-pruning illusion.

    Python