Automated Security & Compliance (DevSecOps) I integrated automated security auditing directly int...

Automated Security & Compliance (DevSecOps) I integrated automated security auditing directly int...Automated Security & Compliance (DevSecOps) I integrated automated security auditing directly int...

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Thiago Nazario

• Jan 23

Automated Security & Compliance (DevSecOps)

I integrated automated security auditing directly into the software development lifecycle. This ensures that every infrastructure change is compliant with industry standards before it reaches production.

Results:

Zero Manual Audits: Security checks for S3, IAM, and VPC are automated via Checkov/Trivy.

Shift-Left Security: Vulnerabilities are caught in the PR phase, saving hours of remediation.

Compliance as Code: Infrastructure documentation is always up-to-date and audit-ready.

DevOps Python Terraform

Daud Farzand

• Sep 10

MyJobs is an AI-powered job application automation platform for LinkedIn 🎯 Core Mission

Automate the entire LinkedIn job application lifecycle—allowing users to apply to dozens of relevant jobs per week with minimal effort. Target: 75% time reduction in job searching. 🏗️ Architecture Highlights

Frontend: React 18 + TypeScript + Vite (chat, dashboard, automation controls)

Backend: FastAPI + LangGraph agent orchestration + MCP servers (Jobs, Resume, Interview, Analytics)

AI/ML: Multi-LLM (Ollama local + Anthropic Claude), RAG pipeline with Qdrant vector store

Data: PostgreSQL (relational) + Qdrant (vector embeddings)

Automation: Playwright for LinkedIn interactions, VAPI for voice screening calls

💡 Key Features

Chat Interface — Natural language commands (/apply, /status, /search)

Resume Management — Upload, AI-optimize for ATS, tailor per job

LinkedIn Automation — Auto-fill applications, send follow-ups, track status

Job Profiles — Create multiple search profiles (keywords, locations, levels)

Applications Dashboard — Kanban board + table view of all applications

Interview Prep — VAPI voice agent for HR screening calls

Analytics — Insights on response rates, time-to-interview, etc.

📊 Data Flow

User message → WebSocket → LangGraph Agent → RAG retrieves resume/job context → LLM (Ollama/Claude) → MCP tools execute → Response streams to user

DevOps Platform Engineering FastAPI LangChain Ollama AI Automation

Inshrah Fatima

• Sep 11

FreelancePro AI is an LLM-powered chatbot built to help freelancers with common freelancing questions and guidance. I developed it using Python, an LLM API, and Gradio, then deployed it on Hugging Face Spaces. The project demonstrates my skills in LLM integration, chatbot development, and AI application deployment.