Siam Hossain AI Integration & Dev
01 / ai integration & development

AI Integration & Development.

A collection of AI-powered tools and full-stack systems — LLM agents, RAG pipelines, smart resume scoring, and automation built with real intent.

01
AI Resume Builder screenshot
ai resume builder · 2025

AI Resume Builder— 2025

An ATS-scoring resume builder that grades a resume against a job description with a heuristic 0–100 score across contact info, section coverage, action verbs, quantified results, keyword match, and format. Surfaces missing keywords and supports LLM-assisted summary generation, with multiple export-ready templates.

React TypeScript Tailwind Vite Zustand
Role
Solo buildclient-side app
Core
ATS scorekeyword match
Status
Liveprod build
02
LLM agent architecture
github →
llm & ai agents · 2024

LLM & AI Agents— 2024

A set of autonomous AI agents built on OpenAI function calling — each agent has a tool belt, memory, and a task planner. Includes a RAG pipeline for document Q&A using vector embeddings and a retriever chain for long-context reasoning.

Python OpenAI LangChain FastAPI FAISS Prompt Engineering
Pattern
Agent looptool-use + memory
Retrieval
RAGFAISS + embeddings
Status
Experimentpersonal project
03
scraper pipeline
github →
automation · 2024

Automation— 2024

Selenium-driven web scrapers and Google Maps API extractors for bulk business data collection. Handles dynamic content, pagination, rate limits, and exports clean CSVs — built to run headless in the background.

Python Selenium Google Maps API BeautifulSoup Pandas
Mode
Headlessbackground scraper
Output
CSV / JSONbulk export
Status
Personalside project
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