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AI Integration & Automation Engineer | Full-Stack Web Apps
$50k+
Earned
64x
Hired
4.9
Rating
116
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AI Integration & Automation Engineer | Full-Stack Web Apps
CS student & designer automating the future with AI.
New to Contra
CS student & designer automating the future with AI.
Cover image for This project is the perfect
This project is the perfect example of UX Design Psychology. It challenges common misconceptions about sales funnels and digital interaction. Since you want to mention that this is only the first half of the series, we will build anticipation for the next post. Here is the professional English text for your Contra post: Project Title: The Psychology of Conversion – UX Case Study (Part 1 of 2) The Design Brief: The goal of this series was to educate founders and digital marketers on the hidden complexities of user experience. Instead of following the "fewer clicks = more sales" myth, this project explains why user certainty is the real driver of conversion. My Creative Approach: I utilized a clean, blueprint-inspired aesthetic to emphasize the "Engineering" side of design. Key elements include: Visual Myth-Busting: By using bold typography and contrasting "WRONG" vs. "WE PREFER," I created an immediate mental shift for the reader. The "Confident Clicks" Concept: I designed these visuals to explain that a longer path with clear guidance is better than a short path that leaves users confused. Blueprint Aesthetic: The blue-on-white grid layout reinforces the idea of "Building" and "Strategy," aligning perfectly with a professional B2B audience. Anticipation Loop: I structured the narrative to end on a cliffhanger, ensuring the audience is primed for the deep-dive solutions coming in the next installment. The Results: This first half of the project successfully establishes the "Problem" and the "Psychology" behind poor conversion rates. It serves as a lead-magnet, positioning the brand as an expert in behavioral UX design. Important Note: This is Part 1 of a two-part series. In this post, we uncover the flaws in traditional funnel thinking. Stay tuned for my next post, where I will reveal the "5 Confident Clicks" framework and how to apply it to your store.
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Cover image for Taking corporate email automation beyond
Taking corporate email automation beyond basic template generation. 🚀 I just open-sourced a new project: Autonomous Cold Email & Inbound Replier Agent! This is a modular, production-ready system built completely in pure Python using CrewAI for multi-agent orchestration and Streamlit for a clean, modern interactive UI. As shown in image_ea414f.png, the system moves away from single-prompt generation and splits the operational workload into specialized, sequential steps to ensure high-quality enterprise triage: Dynamic Context Parsing: Ingests dynamic company names, specific roles, and product offerings to craft completely personalized pitch assets based on an internal knowledge base. Multi-Agent Orchestration: Uses a CrewAI sequential flow to separate analysis from execution. A Triage Officer handles data categorization while a Business Correspondent handles context-aware drafting. 100% Free-Tier & Cost Compliance: Powered entirely by high-performance models via free-tier API orchestration (utilizing gemini-2.5-flash via Google AI Studio and Groq Cloud AI as a high-speed secondary model). Interactive UI Safety: Features a polished Streamlit interface (onee.py (http://onee.py)) to monitor active server queues and act as a human-in-the-loop gatekeeper to approve drafts before they go live. The repository is modularly structured, completely production-ready, and optimized with strict exception handling to respect rate limits safely. 🔗 Check out the code here: https://github.com/26FajarRizwan/Cold_Email_Replier_Agent #CrewAI #Streamlit #AIEngineering #Python #GenerativeAI #LLMs #OpenSource #Automation #GoogleGemini
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Cover image for 🎮 Level Up: Built a
🎮 Level Up: Built a Multi-Agent AI Game Designer with CrewAI (https://www.linkedin.com/company/getcrewai/) & Groq (https://www.linkedin.com/company/groq/)! 🚀 I'm thrilled to share my latest projecta modular hashtag#AI (https://www.linkedin.com/search/results/all/?keywords=%23ai&origin=HASH_TAG_FROM_FEED) Agent system designed to transform a simple text idea into a full, production-ready Game Design Document (GDD)! 🕹️🤖 As game development gets more complex, brainstorming core mechanics, balance, and narrative loops manually can take days. I built this automation agent to instantly structure wild game ideas into comprehensive design blueprints. 🛠️ How It Works: Dynamic Terminal Prompting: Captures unique, raw gameplay ideas directly from user input via the terminal. AI Game Designer Agent: Powered by Groq’s lightning-fast Llama-3.3-70b-versatile model, it acts as a veteran designer with 10+ years of AAA experience. Custom Stability Patch: Implemented a robust dynamic litellm execution patch to strip out incompatible caching fields, ensuring 100% crash-free API calls. Structured GDD Output: Automatically generates core gameplay loops, combat systems, character arcs, and world-building documentation. 🏗️ Modular Architecture & Tech Stack: Framework: CrewAI (https://www.linkedin.com/company/crewai-inc/) (Multi-Agent Architecture) Inference Engine: Groq (https://www.linkedin.com/company/groq/) API Cloud LLM: Llama (https://www.linkedin.com/company/ai-deepseek/)-3.3-70b-versatile Environment Management: Python (https://www.linkedin.com/company/learn-python-programming/) hashtag#python (https://www.linkedin.com/search/results/all/?keywords=%23python&origin=HASH_TAG_FROM_FEED)-hashtag#dotenv (https://www.linkedin.com/search/results/all/?keywords=%23dotenv&origin=HASH_TAG_FROM_FEED) & hashtag#strict (https://www.linkedin.com/search/results/all/?keywords=%23strict&origin=HASH_TAG_FROM_FEED) .hashtag#gitignore (https://www.linkedin.com/search/results/all/?keywords=%23gitignore&origin=HASH_TAG_FROM_FEED) protocol to ensure zero leakage of private hashtag#API (https://www.linkedin.com/search/results/all/?keywords=%23api&origin=HASH_TAG_FROM_FEED) credentials. By separating my automation projects into clean, isolated ecosystems, I'm building a highly scalable portfolio of production-grade AI tools. 📂 Check out the GitHub Repository here: https://lnkd.in/dFecvgBc (https://lnkd.in/dFecvgBc)What kind of game would you ask this agent to design first? Let's connect and discuss the power of fast inference in creative automation! 👇 hashtag#AI (https://www.linkedin.com/search/results/all/?keywords=%23ai&origin=HASH_TAG_FROM_FEED) hashtag#GenerativeAI (https://www.linkedin.com/search/results/all/?keywords=%23generativeai&origin=HASH_TAG_FROM_FEED) hashtag#CrewAI (https://www.linkedin.com/search/results/all/?keywords=%23crewai&origin=HASH_TAG_FROM_FEED) hashtag#Groq (https://www.linkedin.com/search/results/all/?keywords=%23groq&origin=HASH_TAG_FROM_FEED) hashtag#Llama3 (https://www.linkedin.com/search/results/all/?keywords=%23llama3&origin=HASH_TAG_FROM_FEED) hashtag#GameDesign (https://www.linkedin.com/search/results/all/?keywords=%23gamedesign&origin=HASH_TAG_FROM_FEED) hashtag#Python (https://www.linkedin.com/search/results/all/?keywords=%23python&origin=HASH_TAG_FROM_FEED) hashtag#Automation (https://www.linkedin.com/search/results/all/?keywords=%23automation&origin=HASH_TAG_FROM_FEED) hashtag#ArtificialIntelligence (https://www.linkedin.com/search/results/all/?keywords=%23artificialintelligence&origin=HASH_TAG_FROM_FEED) hashtag#SoftwareEngineering (https://www.linkedin.com/search/results/all/?keywords=%23softwareengineering&origin=HASH_TAG_FROM_FEED)
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LinkedIn Ghostwriter & Brand Strategist
LinkedIn Ghostwriter & Brand Strategist
Visual designer, delivering creatives for brand growth
Visual designer, delivering creatives for brand growth
AI Automation Specialist | GHL Expert | Workflow Automation
New to Contra
AI Automation Specialist | GHL Expert | Workflow Automation