Sangram Rout

CONTENT WRITER | SEO | PROMPT ENGINEER & AUTOMATION DEVELOPER
Profile_Summary

Innovative Prompt Engineer & AI Automation Developer building real-world tools using LLMs, Python, and JavaScript. Specialized in creating agentic workflows for SEO content generation, automated educational testing, and multimodal research assistants.

Technical_competencies
Prompt Engineering Strategy
Chain-of-Thought (CoT) Few-Shot & Zero-Shot Role-Based Prompting Gemini Thinking Models Multimodal Prompts
Development & Automation
Python Node.js Go (Golang) Puppeteer/Playwright Tkinter (GUI) Bash Scripting
LLM APIs & Models
Gemini 2.5 Pro/Flash Ollama (Local LLMs) LangChain Google Custom Search API Git & Version Control
NLP & Content Logic
Semantic Analysis Content Humanization Competitor Gap Analysis Funnel Optimization (TOFU/BOFU) Markdown Parsing
Select_Projects (Interactive)
Multimodal Study Guide Generator (Desktop App) Python • Tkinter • Gemini 2.5 • LangChain
A desktop GUI application that generates deep research study guides from YouTube videos (multimodal analysis), websites, and local documents.
SEO Content Writer & Humanizer Python • Google Search API • Gemini 2.5 Pro
Agentic content workflow that analyzes top competitors to write SEO-optimized blogs. Features humanization logic and funnel-stage control.
Automated Mock Test Generator Node.js • Puppeteer • Gemini 2.0 Flash • PPTX
Scalable exam engine for EdTech. Converts PYQs into brand-new questions with SVG diagrams and automatically generates print-ready PDFs.
Filesync: Local AI Organizer Python • Ollama • Local LLM
Privacy-first file organization utility using local LLMs to semantically analyze filenames and categorize messy directories by context.
MyRoom Inventory (ADHD Aid) Go (Golang) • HTML • CSS
Lightweight, high-performance CRUD application for personal inventory management.
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