@Olga

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.

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.

In this hybrid hackathon powered by Arc, developers will build the next generation of agentic commerce systems using Arc with USDC. Explore a world where AI agents and web services can pay for APIs, data, compute, and content in dynamic, usage-based ways, while Arc provides stablecoin-native settlement with predictable USDC fees and deterministic, sub-second finality. This hackathon is supported by Google & Google DeepMind, with a dedicated challenge and $40,000 in Google Cloud Platform (GCP) credits awarded for the best use of Gemini models and Google AI Studio. 📅 January 9 – 24, 2026 • Jan 9 – 23 (Online Phase) – Collaborate and build online with developers and AI innovators from around the world. All projects must be submitted by the end of the online phase on January 23rd. • Jan 23 (On‑site Build Day – San Francisco, CA) – Selected participants will be invited to an exclusive in‑person session to refine their projects and connect directly with mentors. • Jan 24 (On‑site Demos & Awards – San Francisco, CA) – Live pitching sessions to a panel of judges and ecosystem partners, followed by the official winner announcement. Get guidance from Arc and Circle experts through on-site support. 📍 On-site Venue (Jan 23–24): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 🤝 Go solo or team up, it's your flow. 🏆Compete for $50,000 in USDC & GCP Credits. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑🏻‍💻 Secure your spot now - sign up before the Kick-Off Stream!

In this hybrid hackathon powered by Arc, developers will build the next generation of payment systems using AI + Arc with USDC. Explore a world where AI agents can understand natural language, automate financial actions, and move money with precision. From DeFi to digital content and real-world assets, this is your chance to shape the future of intelligent finance. 📅 October 27 – November 9, 2025 • Oct 27 – Nov 8 (Online Phase) – Collaborate and build with developers and AI innovators from around the world. All projects must be submitted by end of day on November 8. • Nov 8 (New York City – On-site Build Day) – Selected participants will be invited to an exclusive in-person session to refine their projects and connect directly. • Nov 9 (New York City – Live pitching & Awards) – Live pitching sessions to a panel of judges and investors, followed by the official winner announcement. 📍 On-site Venue (Nov 8–9): Babe Ruth Room, Jay Conference Chelsea 159 West 25th Street, New York City, USA 🧠 Get guidance from blockchain and AI experts throughout the event. 🤝 Go solo or team up — it's your flow. 🏆Compete for $10,000 in USDC prizes. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑🏻‍💻 Secure your spot now — sign up before the Kick-Off Stream!