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arrya5/README.md
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LinkedIn Gmail GitHub AWS AI Practitioner AWS Cloud Practitioner

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


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🧠 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 BLARAA Systems — EU CBAM Carbon Compliance SaaS (React + FastAPI + Vercel)
  • 🎯 Areas of Interest: FinTech & Algorithmic Trading · Deep Learning · Computer Vision · Full-Stack Dev
  • 📚 Seeking: ML Engineering internships & AI research roles (Summer/Fall 2026) | Full-time from mid-2027

🚀 Tech Stack

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

🌍 BLARAA Systems

EU CBAM Carbon Compliance SaaS · 2025–Present

Compliance engine automating EU Regulation 2023/1773 reporting. Calculates Scope 1 & 2 emissions, generates legally valid XML files, implements a "Glass Box" audit trail with SQLite + Pydantic validators.

🚗 Real-Time Accident Detection System

Computer Vision Research Project · 2025–Present

Low-latency pipeline using Transfer Learning (MobileNet V2) with 3-phase progressive fine-tuning + custom Temporal Smoothing. Runs at 25+ FPS; SMTP alerts with evidentiary screenshots to emergency services.

🎤 IELTS AI-Shadow

GenAI Application · 2025

Live IELTS Speaking examiner conducting full mock interviews with band score prediction (0–9 scale). Selected for Leap Finance "Shadow a Founder" challenge. Deployed publicly on Streamlit.

📈 Investment Portfolio Management System

Full-Stack Stock Tracking App · 2025

Secure full-stack platform for tracking stock holdings & analysing portfolio performance via a dynamic React dashboard and RESTful backend with JWT authentication.


🏅 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 ML Engineering internships & AI Research roles — Summer/Fall 2026

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