Muhammad Affaf@affaf12

AI Talent Scout Pro is a comprehensive AI-powered recruitment and hiring tool. Its primary purpose is to automate the initial screening process of job candidates by analyzing their resumes against a specific job description. What it does : 1. Document Ingestion & Parsing • Multi-Format Support: It accepts both PDF and DOCX files. • Text Extraction: It uses specific libraries (pdf.js and mammoth.js) to read and extract raw text from these uploaded resumes. • Document Merging: It combines all uploaded resumes into a single "Master PDF" file. This allows HR to download one consolidated document containing every applicant's resume instead of opening dozens of individual files. 2. AI Analysis (The "Engine") • Contextual Screening: It takes the text from all uploaded resumes and the provided Job Description and sends them to Google's Gemini 3 Flash model. • Ranking & Scoring: The AI compares every candidate against the job requirements simultaneously. It assigns a suitability score (0-100) to each candidate. • Structured Data Extraction: For each candidate, it automatically extracts: o Years of experience. o Education level. o Top technical/soft skills. o Missing requirements (gap analysis). o A qualitative "Reasoning" paragraph explaining why they were ranked that way. 3. Interactive HR Dashboard • Visual Reports: Displays a bar chart comparing the scores of the top candidates. • AI Cover Art: Uses Gemini 2.5 Flash Image to generate a unique, professional 3D cover image for the recruitment campaign based on the text of the job description. • Candidate Cards: detailed cards for every applicant showing their rank, score, and AI insights. 4. "Chat with Pool" Assistant • RAG-like Functionality: After processing, it enables a chat interface. The HR user can ask specific questions about the candidate pool, such as "Who has the most React experience?" or "Which candidates have leadership backgrounds?". The AI answers based only on the content of the uploaded resumes.

📅 May 11–19, 2026 • May 11 – 19: Online Build Phase. • May 18 (Hybrid Build Day – Online & Onsite) • May 19 (Demos & Awards – Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite at the venue. 🏆 Winners will be announced live on stage at the AI & Big Data Expo North America on May 19 📍 On-site Venue (May 18–19): San Jose McEnery Convention Center, CA, USA 🤝 Join solo or with a team. 🏆Compete for a $10,000 prize pool 🧑‍💻 Apply now to design, prototype, and showcase enterprise-ready innovation.

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.

⏱️ Design, build, and deploy trustless AI trading agents. 📅 March 30 – April 12, 2026 🌐 Build AI trading agents that execute strategies using ERC-8004 or Kraken CLI. 🤝 Build solo or in teams to create autonomous trading, risk, yield, or protection agents. 💰 $55,000 prize pool, allocated and shared via Surge and Kraken. Your team should have registered project at early.surge.xyz in order to be eligible for the prize. Get access in your team profile or our discord 🔑 Access to early.surge.xyz If prompted for login credentials, use: • Username: admin • Password: JBRv2xWG7AzwVrLz88

Join Deriv and lablab.ai for a high-intensity hybrid hackathon where top builders create AI prototypes, demo their work, and get fast-tracked to interviews. When • Sat, Jan 31, 2026- On-Site Pre-Hackathon: Deriv AI Meetup (Dubai) • Fri, Feb 6 - Opening words, Challenge, and Hackathon kick-off. (Dubai) • Sat, Feb 7 - Build and ship your prototype - 12 hours (Onsite +Online) • Sun, Feb 8 - Demos, judging, and next steps for standout teams. (Onsite +Online) On-Site Pre-Hackathon: Deriv AI Meetup Sat, Jan 31, 2026 · 2:00–6:00 PM (GST) · Dubai In-person talks, workshops, team formation, and networking with the Deriv team. 👉 Deriv AI Meetup registration What's in it for you • USD $10,000+ in prizes across categories • Mentors available to unblock you when you're stuck • Fast-track interviews for top performers - skip the queue • Real problems to solve - not toy demos Format • Teams of 1-3 • Hybrid: Dubai on-site or fully remote • On-site spots confirmed after screening Location • One by Omniyat, 24th Floor, Al Mustaqbal Street, Business Bay, Dubai, UAE • Travel and accommodation not provided. Apply now • Spots are limited. Shortlisting begins right after the event.