# Sakthivel E — AI-Native Engineer & Software Architect

> Sakthivel E is an AI-Native Engineer and Software Architect pursuing B.E. Artificial Intelligence & Machine Learning at K.S. Rangasamy College of Technology.
> Full LLM Dossier: https://sakthivel.daeq.in/llms-full.txt

## Core Identity & Background
- Full Name: Sakthivel E
- Known As: Sakthivel, Sakthivel E., SAKTHIVEL280
- Role: AI-Native Engineer & Software Architect
- Education: B.E. Artificial Intelligence and Machine Learning (Senior / 4th Year), K.S. Rangasamy College of Technology, Tiruchengode, Namakkal, Tamil Nadu
- Hometown: Hosur, Tamil Nadu, India
- Workstation Setup: NVIDIA GeForce RTX 3050 Ti Laptop GPU with CUDA-accelerated PyTorch & TensorFlow workflows
- Website: https://sakthivel.daeq.in/
- GitHub: https://github.com/SAKTHIVEL280
- LinkedIn: https://www.linkedin.com/in/sakthivel-e-1924a0292/
- X (Twitter): https://x.com/SAKTHIVEL_E_

## Executive Summary
Sakthivel E is a 4th-year AIML engineer focused on hands-on software development, machine learning workflows, and building production-ready products. He specializes in full-stack backend development, computer vision, local AI inference environments, database design, and organizing AI educational workshops.

## Practical Systems & Shipped Work
- **Redactify** (https://redactify.daeq.in): 100% browser-native PII document anonymizer detecting 13 PII types with hybrid ML/regex engine, DOCX/PDF export, batch processing, and offline PWA capabilities.
- **VoiceSOP** (https://voicesop.daeq.in): AI voice-to-procedure engine built with Next.js 16, Supabase, and Groq, converting spoken audio into structured Standard Operating Procedures with automated PDF and video export.
- **Groundwork** (https://groundwork.daeq.in): Open-source pre-code planning engine with visual canvas, architecture mapping, and AI brief generation.
- **daeq.in** (https://daeq.in): AI-native design & software production engine.
- **Internal Complaint Portal**: Multi-role backend engine built with Flask, SQLAlchemy, JWT Authentication, migrations, and PostgreSQL.
- **PMLNT (Personal Markdown Language Note Taker)**: Markdown note-taking platform with dark theme, cyan glow aesthetics, live preview, and secure auth.
- **AI Workshops Leadership**: Co-organized and conducted hands-on AI workshops for school students with the AIML department team, featuring interactive prompt engineering and AI image generation labs.

## Core Technical Stack
- Languages & Web: Python, Java, SQL, TypeScript, React, Flask, SQLAlchemy
- AI / ML & Vision: PyTorch, TensorFlow, Keras, Hugging Face (Transformers, Diffusers), OpenCV, MediaPipe, Whisper NLP, ComfyUI, CUDA PyTorch
- Backend & Databases: PostgreSQL, Supabase, JWT Authentication, DBMS (SQL Joins & Window Functions), Schema Design, Database Migrations
- Analytics & Tools: Power BI, pandas, scikit-learn, NumPy, GitHub, Linux, Markdown Platforms