Ghufran Barcha's Posts | ContraPosts by Ghufran Barcha

Ghufran Barcha

AI Engineer | AI Automation | Voice AI Engineer | N8N Expert

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Islamabad, Pakistan

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Islamabad, Pakistan

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Ghufran Barcha

• Feb 12

Hi, I am new to Contra. I have a question. I wanted to look at the job section, but I'm unable to view it. Its say you only can view jobs that are posted 24 hours before. But I am not even able to see those jobs as well. I am on the free plan. So do I need to get on premium to even see the jobs? Or am I missing something.

Ghufran Barcha

• Feb 11

Just create my first service on Contra. Check it out. https://contra.com/s/Z2ZLEZXo-build-ai-agents-vapi-chatbots-ai-mobile-app-and-ai-websites

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Build AI Agents, VAPI chatbots, ai mobile app, and ai websites by Ghufran Barcha

Read more about Build AI Agents, VAPI chatbots, ai mobile app, and ai websites by Ghufran Barcha on Contra.

Ghufran Barcha

• Feb 11

Cybersecurity Risk Analysis API - FastAPI, DeepSeek

Developed a Python-based FastAPI application to automate OT cybersecurity risk assessment. The API processes asset data (Excel) and vulnerability scans (PDF), enriching CVE information via the NVD API. It employs a hybrid approach: initial rule-based severity assignment followed by LLM refinement using Langchain with the Deepseek model via Groq. This provides nuanced risk levels and detailed justifications based on OT context (criticality, safety, isolation). The system outputs structured JSON results, streamlining vulnerability management in industrial environments.
Technologies: Python, FastAPI, Pandas, Pymupdf, Langchain, Groq API (Deepseek), NVD API.

Backend Development FastAPI pandas LangChain AI Engineer AI Agent Designer

Ghufran Barcha

• Feb 11

Medical Intake Chatbot

This project is an AI-powered medical intake and clinical summary generator that automates patient data collection and report creation. The frontend, built with React, provides an intuitive interface for patients or clinicians to input information such as symptoms, medical history, and demographics. Once submitted, the data is processed through an n8n workflow integrated with OpenAI GPT models and LangChain, which analyze the input, generate a structured medical summary, and convert it into a professional PDF report for download or storage.

Tools Used:
N8N, React, OpenAI, Postgres

N8N React PostgreSQL AI Automation AI Engineer AI Agent Engineer

Ghufran Barcha

• Feb 11

AI Content Automation - UGC Style Videos

This project automates UGC (User Generated Content) image and video generation using Telegram and AI pipelines built in n8n. When a user sends an image and caption to a Telegram bot, the workflow analyzes the image with GPT-4o, determines its context (product or character), and generates an optimized UGC-style image or video prompt. It then calls Gemini (Nano Banana) and Hailuo AI (MiniMax) APIs through Fal.ai to produce realistic, social-media-ready visuals. The process is fully automated — from receiving media to generating AI-enhanced outputs.

Tools & Technologies Used:
n8n (Workflow Automation), Telegram Bot API, OpenAI GPT-4o (Image analysis), Fal.ai / Gemini / Hailuo APIs (Image & video generation)

UGC Creation N8N ElevenLabs AI Automation Hailuo AI AI Agent Engineer