How do AI prompts work in natural language processing?

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Answer

AI prompts in natural language processing (NLP) work by providing a model with initial text input that guides its language generation capabilities. The AI model uses this prompt to understand context, tone, and intent, allowing it to generate coherent and contextually appropriate responses. By leveraging large datasets and sophisticated algorithms, NLP models can interpret prompts to produce human-like text, making them valuable for applications like chatbots, content creation, and language translation.

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Profile of Abdelhadi A., Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims
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Abdelhadi A., Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims

Abdelhadi A.

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Timezone: UTC+01:00UTC+01:00
Country: FranceFrance
Paris
Abdelhadi A. | SoftaimsMember Since 2022
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Retrieval Augmented GenerationLLM Prompt EngineeringGenerative AIAI App DevelopmentMachine LearningArtificial IntelligenceHugging FaceVector EmbeddingVector DatabaseLLaMALangChainAI Agent Developmentn8nZapier

My name is Abdelhadi A. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Retrieval Augmented Generation, LLM Prompt Engineering, Generative AI, AI App Development, Machine Learning, etc.. I hold a degree in Doctor of Philosophy (PhD). Some of the notable projects I've worked on include: My services, ToThePoint.ai, LeDroit.ai, RAGbase.ai, HeyCloud, etc.. I am based in Paris, France. I've successfully completed 7 projects while developing at Softaims. Information integrity and application security are my highest priorities in development. I implement robust validation, encryption, and authorization mechanisms to protect sensitive data and ensure compliance. I am experienced in identifying and mitigating common security vulnerabilities in both new and existing applications. My work methodology involves rigorous testing—at the unit, integration, and security levels—to guarantee the stability and trustworthiness of the solutions I build. At Softaims, this dedication to security forms the basis for client trust and platform reliability. I consistently monitor and improve system performance, utilizing metrics to drive optimization efforts. I'm motivated by the challenge of creating ultra-reliable systems that safeguard client assets and user data.

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3 years
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Profile of Silas A., Senior Full-Stack Engineer - React, Node and AI Platforms at Softaims
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Softaims
Silas A., Senior Full-Stack Engineer - React, Node and AI Platforms at Softaims

Silas A.

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Timezone: UTC-06:00UTC-06:00
Country: CanadaCanada
London
Silas A. | SoftaimsMember Since 2020
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My name is Silas A. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: React, vue.js, node.js, Django, Laravel, etc.. I hold a degree in Bachelor of Education (BEd), Master of Education (MEd). Some of the notable projects I’ve worked on include: Trading Bot Platform (React, Python, FastAPI, WebSockets), FinTech Payment Gateway Platform (Laravel, Vue.js), Animated SaaS Landing Page (React + GSAP + Three.js), Real Estate Vendor Marketplace (Next.js, Node.js, Elasticsearch), Telemedicine Patient Portal (Django, React, AWS), etc.. I am based in London, Canada. I've successfully completed 13 projects while developing at Softaims. I am a business-driven professional; my technical decisions are consistently guided by the principle of maximizing business value and achieving measurable ROI for the client. I view technical expertise as a tool for creating competitive advantages and solving commercial problems, not just as a technical exercise. I actively participate in defining key performance indicators (KPIs) and ensuring that the features I build directly contribute to improving those metrics. My commitment to Softaims is to deliver solutions that are not only technically excellent but also strategically impactful. I maintain a strong focus on the end-goal: delivering a product that solves a genuine market need. I am committed to a development cycle that is fast, focused, and aligned with the ultimate success of the client's business.

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5 years
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Profile of Khalil U., Lead Software Engineer - AI, Python and Fullstack at Softaims
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Khalil U., Lead Software Engineer - AI, Python and Fullstack at Softaims

Khalil U.

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Timezone: UTC+04:00UTC+04:00
Country: United Arab EmiratesUnited Arab Emirates
Dubai
Khalil U. | SoftaimsMember Since 2014
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My name is Khalil U. and I have over 11 years of experience in the tech industry. I specialize in the following technologies: OpenAI API, node.js, AI Chatbot, Python, MongoDB, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: Emma - Scalable AI Receptionist, OpenAI based VoiceBot Assistant - CindyApp - GPT4o - gpt-4o-realtime, React Nestjs Nextjs PostgreSQL WebApp for a Pharmaceutical Company, AliExpress Integrated Order Processor - Python + MongoDB, Fintech Google Sheets Add-on - Bank APIs integrated OAuth2/JWT/Stripe, etc.. I am based in Dubai, United Arab Emirates. I've successfully completed 9 projects while developing at Softaims. I value a collaborative environment where shared knowledge leads to superior outcomes. I actively mentor junior team members, conduct thorough quality reviews, and champion engineering best practices across the team. I believe that the quality of the final product is a direct reflection of the team's cohesion and skill. My experience at Softaims has refined my ability to effectively communicate complex technical concepts to non-technical stakeholders, ensuring project alignment from the outset. I am a strong believer in transparent processes and iterative delivery. My main objective is to foster a culture of quality and accountability. I am motivated to contribute my expertise to projects that require not just technical skill, but also strong organizational and leadership abilities to succeed.

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11 years
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Profile of Ali K., Senior Full-Stack Engineer - React, AI and Mobile Platforms at Softaims
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Softaims
Ali K., Senior Full-Stack Engineer - React, AI and Mobile Platforms at Softaims

Ali K.

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Timezone: UTC+11:00UTC+11:00
Country: AustraliaAustralia
Melbourne
Ali K. | SoftaimsMember Since 2020
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ShopifyReactiOS DevelopmentAndroid App DevelopmentMERN StackNext.jsReact NativeFront-End DevelopmentWeb ApplicationWordPressLow Code & RAD SoftwareLLM Prompt EngineeringArtificial IntelligenceChatGPT

My name is Ali K. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Shopify, React, iOS Development, Android App Development, MERN Stack, etc.. I hold a degree in , , Master of Technology (MTech). Some of the notable projects I've worked on include: E-commerce App, React Native App, React Interactive Interior Website, Analytics Admin Dashboard React Js & Laravel, Analytics Admin Dashboard- Node.Js & Next.Js, etc.. I am based in Melbourne, Australia. I've successfully completed 64 projects while developing at Softaims. My passion is building solutions that are not only technically sound but also deliver an exceptional user experience (UX). I constantly advocate for user-centered design principles, ensuring that the final product is intuitive, accessible, and solves real user problems effectively. I bridge the gap between technical possibilities and the overall product vision. Working within the Softaims team, I contribute by bringing a perspective that integrates business goals with technical constraints, resulting in solutions that are both practical and innovative. I have a strong track record of rapidly prototyping and iterating based on feedback to drive optimal solution fit. I'm committed to contributing to a positive and collaborative team environment, sharing knowledge, and helping colleagues grow their skills, all while pushing the boundaries of what's possible in solution development.

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Profile of Markiian I., Software Engineer - AI, Python and Fullstack Development at Softaims
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Markiian I., Software Engineer - AI, Python and Fullstack Development at Softaims

Markiian I.

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Timezone: UTC+03:00UTC+03:00
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Lviv
Markiian I. | SoftaimsMember Since 2025
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My name is Markiian I. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Web Application, Android App Development, iOS Development, Ecommerce, React Native, etc.. Some of the notable projects I’ve worked on include: Large-scale, multi-user platform, Delivery app, Job Search platform, 🛍️ Marketplace, MVP Development and Full Website Creation for Booking Platform 📅, etc.. I am based in Lviv, Ukraine. I've successfully completed 10 projects while developing at Softaims. Information integrity and application security are my highest priorities in development. I implement robust validation, encryption, and authorization mechanisms to protect sensitive data and ensure compliance. I am experienced in identifying and mitigating common security vulnerabilities in both new and existing applications. My work methodology involves rigorous testing—at the unit, integration, and security levels—to guarantee the stability and trustworthiness of the solutions I build. At Softaims, this dedication to security forms the basis for client trust and platform reliability. I consistently monitor and improve system performance, utilizing metrics to drive optimization efforts. I’m motivated by the challenge of creating ultra-reliable systems that safeguard client assets and user data.

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2 years
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Profile of Anne C., Senior Quality Assurance Engineer - AI, Test Automation and Mobile Platforms at Softaims
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Anne C., Senior Quality Assurance Engineer - AI, Test Automation and Mobile Platforms at Softaims

Anne C.

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Antipolo City
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My name is Anne C. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Technical Documentation, Web Testing, Mobile App Testing, Bug Tracking & Reports, User Acceptance Testing, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: Technical Documentation in Gitbook for an eCommerce customer data tool, Testing for Web and Mobile Apps of a Brand-Influencer Marketplace, Quality Testing of a PDF Extractor App, QA Manual Testing of a Brand-Influencer matching app, Game Testing for a Simulation-Cooking Game, etc.. I am based in Antipolo City, Philippines. I've successfully completed 15 projects while developing at Softaims. I am a dedicated innovator who constantly explores and integrates emerging technologies to give projects a competitive edge. I possess a forward-thinking mindset, always evaluating new tools and methodologies to optimize development workflows and enhance application capabilities. Staying ahead of the curve is my default setting. At Softaims, I apply this innovative spirit to solve legacy system challenges and build greenfield solutions that define new industry standards. My commitment is to deliver cutting-edge solutions that are both reliable and groundbreaking. My professional drive is fueled by a desire to automate, optimize, and create highly efficient processes. I thrive in dynamic environments where my ability to quickly master and deploy new skills directly impacts project delivery and client satisfaction.

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Profile of Diganto B., Senior Backend Engineer - Python, AI and Data Science Platforms at Softaims
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Diganto B., Senior Backend Engineer - Python, AI and Data Science Platforms at Softaims

Diganto B.

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Timezone: UTC+06:00UTC+06:00
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Bogra
Diganto B. | SoftaimsMember Since 2021
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Profile of Ahmed J., Senior Software Engineer - AI, Generative AI and AI Platforms at Softaims
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Ahmed J., Senior Software Engineer - AI, Generative AI and AI Platforms at Softaims

Ahmed J.

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Timezone: UTC+02:00UTC+02:00
Country: GermanyGermany
Berlin
Ahmed J. | SoftaimsMember Since 2019
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Artificial IntelligenceLarge Language ModelGenerative AIGenerative AI SoftwareGenerative AI Prompt EngineeringMultimodal Large Language ModelAI ChatbotAI ConsultingAI Agent DevelopmentClaude 3.5 SonnetAI PlatformAI DevelopmentAI Mobile App DevelopmentAI Model IntegrationAI Model DevelopmentLLM

My name is Ahmed J. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, Large Language Model, Generative AI, Generative AI Software, Generative AI Prompt Engineering, etc.. I hold a degree in , Bachelor of Business Administration (BBA), Other, Other. Some of the notable projects I've worked on include: E-learning Medical AI Chatbot, E-learning Metabolic Fitness AI Chatbot, AI Custom Medical Articles & Book Writing Agent, AI Scientific Competitive Research Reporting Platform, Multilingual Business Law Advisory AI Chatbot, etc.. I am based in Berlin, Germany. I've successfully completed 16 projects while developing at Softaims. I thrive on project diversity, possessing the adaptability to seamlessly transition between different technical stacks, industries, and team structures. This wide-ranging experience allows me to bring unique perspectives and proven solutions from one domain to another, significantly enhancing the problem-solving process. I quickly become proficient in new technologies as required, focusing on delivering immediate, high-quality value. At Softaims, I leverage this adaptability to ensure project continuity and success, regardless of the evolving technical landscape. My work philosophy centers on being a resilient and resourceful team member. I prioritize finding pragmatic, scalable solutions that not only meet the current needs but also provide a flexible foundation for future development and changes.

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Profile of Sohaib W., Lead Software Engineer - AI, Python and Fullstack at Softaims
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Softaims
Sohaib W., Lead Software Engineer - AI, Python and Fullstack at Softaims

Sohaib W.

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Timezone: UTC+01:00UTC+01:00
Country: United KingdomUnited Kingdom
Hatfield
Sohaib W. | SoftaimsMember Since 2018
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My name is Sohaib W. and I have over 7 years of experience in the tech industry. I specialize in the following technologies: SaaS, Agile Software Development, Product Roadmap, AI Development, ChatGPT API Integration, etc.. I hold a degree in Bachelor of Science in Information Technology, Bachelor of Science in Information Technology, . Some of the notable projects I’ve worked on include: Multi-Agent AI Platform Build AI Agents in Minutes, AI-Powered Mental Health Companion- Conversational Text, Voice & Video, Agentic AI RFP Generation Platform - Enterprise, Conversational AI Legal Chatbot, AI Community Forum for Blockchain Token, etc.. I am based in Hatfield, United Kingdom. I've successfully completed 16 projects while developing at Softaims. I approach every technical challenge with a mindset geared toward engineering excellence and robust solution architecture. I thrive on translating complex business requirements into elegant, efficient, and maintainable outputs. My expertise lies in diagnosing and optimizing system performance, ensuring that the deliverables are fast, reliable, and future-proof. The core of my work involves adopting best practices and a disciplined methodology, focusing on meticulous planning and thorough verification. I believe that sustainable solution development requires discipline and a deep commitment to quality from inception to deployment. At Softaims, I leverage these skills daily to build resilient systems that stand the test of time. I am dedicated to making a tangible difference in client success. I prioritize clear communication and transparency throughout the development lifecycle to ensure every deliverable exceeds expectations.

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7 years
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Full-time
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$75
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Profile of Andrii S., Lead Software Engineer - AI, Python and Fullstack at Softaims
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Softaims
Andrii S., Lead Software Engineer - AI, Python and Fullstack at Softaims

Andrii S.

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Timezone: UTC+02:00UTC+02:00
Country: Czech RepublicCzech Republic
Prague
Andrii S. | SoftaimsMember Since 2014
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My name is Andrii S. and I have over 11 years of experience in the tech industry. I specialize in the following technologies: vue.js, Web Application, React, Web Development, Full-Stack Development, etc.. I hold a degree in Master of Computer Applications (MCA). Some of the notable projects I’ve worked on include: Cut Delays and Material Waste with Smart Construction Tracking, All Your Supplier Data, Documents & Quotes in One Place, Smarter Property Booking for Hollywood Rentals, Smarter Excursion Booking with Location-Based Matching, Simplifying RV Rentals and Sales with Trust, Control, and Clarity, etc.. I am based in Prague, Czech Republic. I've successfully completed 48 projects while developing at Softaims. I thrive on project diversity, possessing the adaptability to seamlessly transition between different technical stacks, industries, and team structures. This wide-ranging experience allows me to bring unique perspectives and proven solutions from one domain to another, significantly enhancing the problem-solving process. I quickly become proficient in new technologies as required, focusing on delivering immediate, high-quality value. At Softaims, I leverage this adaptability to ensure project continuity and success, regardless of the evolving technical landscape. My work philosophy centers on being a resilient and resourceful team member. I prioritize finding pragmatic, scalable solutions that not only meet the current needs but also provide a flexible foundation for future development and changes.

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Experience
11 years
Availability
Full-time
Hourly Rate
$45
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DataSentics

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