How do AI prompts work in natural language processing?

The question is about ai prompt

Answer

AI prompts work in natural language processing by providing structured input that guides the AI in generating coherent and contextually appropriate responses. When an AI model receives a prompt, it analyzes the input to determine the desired outcome, leveraging its training data to produce relevant text. Effective prompts help the AI understand nuances and context, ensuring more accurate and meaningful interactions. They are essential in applications like chatbots, language translation, and automated content generation.

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Profile of Chirag V., Lead Software Engineer - AI, Cloud and Mobile Platforms at Softaims
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Chirag V., Lead Software Engineer - AI, Cloud and Mobile Platforms at Softaims

Chirag V.

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Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Surat
Chirag V. | SoftaimsMember Since 2015
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PythonLaravelPHPNode.jsReactFlutterDatabaseMySQLGenerative AILLM Prompt EngineeringMachine LearningSaaS DevelopmentEcommerceEnterprise Software DevelopmentAgile Software DevelopmentiOS DevelopmentAPI IntegrationiPhone UI DesignMobile App DevelopmentAndroid SDKAndroidMobile UI DesignAPI DevelopmentAndroid App DevelopmentAngularIntercomReact NativeNextjs

My name is Chirag V. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: Python, Laravel, PHP, node.js, React, etc.. I hold a degree in Master of Computer Applications (MCA). Some of the notable projects I’ve worked on include: Robot Maker AI: Smarter Trading Bot System, Online Shopping (E-Commerce) Mobile app, Taxi Booking Mobile App, Lokmart - Grocery Mobile App, Meditation/Health Mobile App, etc.. I am based in Surat, India. I've successfully completed 31 projects while developing at Softaims. My expertise lies in deeply understanding and optimizing solution performance. I have a proven ability to profile systems, analyze data access methods, and implement caching strategies that dramatically reduce latency and improve responsiveness under load. I turn slow systems into high-speed performers. I focus on writing highly efficient, clean, and well-documented code that minimizes resource consumption without sacrificing functionality. This dedication to efficiency is how I contribute measurable value to Softaims’ clients by reducing infrastructure costs and improving user satisfaction. I approach every project with a critical eye for potential bottlenecks, proactively designing systems that are efficient from the ground up. I am committed to delivering software that sets the standard for speed and reliability.

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1 Year
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Full-time
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$30
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Cognizant Technology Solutions
Profile of Jawad k., Lead Mobile Engineer - React Native, Kotlin and AI Platforms at Softaims
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Softaims
Jawad k., Lead Mobile Engineer - React Native, Kotlin and AI Platforms at Softaims

Jawad k.

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Timezone: UTC+01:00UTC+01:00
Country: United KingdomUnited Kingdom
Leeds
Jawad k. | SoftaimsMember Since 2015
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My name is Jawad k. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: React Native, Kotlin, Swift, React, node.js, etc.. I hold a degree in Bachelor of Computer Science (BCompSc), Master of Computer Science (MSCS). Some of the notable projects I’ve worked on include: Success.ai (AI-based SaaS App) MERN, OpenAI, AWS, ConnectPath.cx (WebRTC/Twilio based Calling Platform)- CCaaS, Lantern.Finance (Crypto based FinTech Platform) WEB 3, Finmo.co.uk (FinTech- Brokerage/Mortgage Platform)- UK based, Canvs.ai (AI-driven Platform- Text to Speech) Intercom integrated, etc.. I am based in Leeds, United Kingdom. I've successfully completed 25 projects while developing at Softaims. I'm committed to continuous learning, always striving to stay current with the latest industry trends and technical methodologies. My work is driven by a genuine passion for solving complex, real-world challenges through creative and highly effective solutions. Through close collaboration with cross-functional teams, I've consistently helped businesses optimize critical processes, significantly improve user experiences, and build robust, scalable systems designed to last. My professional philosophy is truly holistic: the goal isn't just to execute a task, but to deeply understand the project's broader business context. I place a high priority on user-centered design, maintaining rigorous quality standards, and directly achieving business goals—ensuring the solutions I build are technically sound and perfectly aligned with the client's vision. This rigorous approach is a hallmark of the development standards at Softaims. Ultimately, my focus is on delivering measurable impact. I aim to contribute to impactful projects that directly help organizations grow and thrive in today’s highly competitive landscape. I look forward to continuing to drive success for clients as a key professional at Softaims.

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1 Year
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$75
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Just Eat
Profile of Muhammad Ammar T., Software Engineer - AI, Web and Backend Development at Softaims
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Softaims
Muhammad Ammar T., Software Engineer - AI, Web and Backend Development at Softaims

Muhammad Ammar T.

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Timezone: UTC-05:00UTC-05:00
Country: United StatesUnited States
Orient
Muhammad Ammar T. | SoftaimsMember Since 2022
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AI DevelopmentMachine LearningGenerative AILLM Prompt EngineeringReactNode.jsPostgreSQLWeb ApplicationPythonFastAPIRetrieval Augmented GenerationNext.jsAPI IntegrationChatGPTAPI DevelopmentCursorWindsurfFirebase Studio

My name is Muhammad Ammar T. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: AI Development, Machine Learning, Generative AI, LLM Prompt Engineering, React, etc.. I hold a degree in Bachelor of Business Administration (BBA). Some of the notable projects I've worked on include: Rinxo, Rosas, United Market, True Health Labs, Tripmaster, etc.. I am based in Orient, United States. I've successfully completed 31 projects while developing at Softaims. I possess comprehensive technical expertise across the entire solution lifecycle, from user interfaces and information management to system architecture and deployment pipelines. This end-to-end perspective allows me to build solutions that are harmonious and efficient across all functional layers. I excel at managing technical health and ensuring that every component of the system adheres to the highest standards of performance and security. Working at Softaims, I ensure that integration is seamless and the overall architecture is sound and well-defined. My commitment is to taking full ownership of project delivery, moving quickly and decisively to resolve issues and deliver high-quality features that meet or exceed the client's commercial objectives.

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3 years
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More than 30 hrs/week
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$25
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Paklogics
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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AILovable AIAI DevelopmentLangchainBolt AILanggraphAI ChatbotPythonFullstackAI EngineeringArtificial IntelligenceAutomationAI Agent Developmentn8nAI Model DevelopmentPrompt EngineeringNLPGlideLazy AICody by Sourcegraph

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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11 years
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Full-time
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$45
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DataSentics
Profile of Rajinder M., Lead Backend Engineer - AWS, Generative AI and E-commerce Platforms at Softaims
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Rajinder M., Lead Backend Engineer - AWS, Generative AI and E-commerce Platforms at Softaims

Rajinder M.

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Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Jawalamukhi
Rajinder M. | SoftaimsMember Since 2018
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MySQLStripeCSSPythonWixEcommerce Website DevelopmentGenerative AILangChainAWS LambdaLLM Prompt EngineeringStripe APIAPICommunicationsn8nZapier

My name is Rajinder M. and I have over 7 years of experience in the tech industry. I specialize in the following technologies: MySQL, Stripe, CSS, Python, Wix, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: N8N Project (Episode Title Optimizer), N8N Project- new Content Generation Workspace Creation, N8N (Automated Email Workflow with Google Sheets, AI, and Gmail), Automated Invoice Generation with QuickBooks via n8n, Sugar Level Checker Python, etc.. I am based in Jawalamukhi, India. I've successfully completed 7 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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Profile of Ivan A., Lead Software Engineer - Frontend, Full-Stack and AI Platforms at Softaims
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Ivan A., Lead Software Engineer - Frontend, Full-Stack and AI Platforms at Softaims

Ivan A.

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Timezone: UTC+02:00UTC+02:00
Country: North MacedoniaNorth Macedonia
Skopje
Ivan A. | SoftaimsMember Since 2017
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My name is Ivan A. and I have over 8 years of experience in the tech industry. I specialize in the following technologies: Web Development, JavaScript, Front-End Development, TypeScript, CSS 3, etc.. I hold a degree in , . Some of the notable projects I’ve worked on include: IoT Dashboard, Bookings Dashboard, Tutoring Web App, Sensor Forces Configuration Tool, Customer Portal, etc.. I am based in Skopje, North Macedonia. I've successfully completed 7 projects while developing at Softaims. I possess comprehensive technical expertise across the entire solution lifecycle, from user interfaces and information management to system architecture and deployment pipelines. This end-to-end perspective allows me to build solutions that are harmonious and efficient across all functional layers. I excel at managing technical health and ensuring that every component of the system adheres to the highest standards of performance and security. Working at Softaims, I ensure that integration is seamless and the overall architecture is sound and well-defined. My commitment is to taking full ownership of project delivery, moving quickly and decisively to resolve issues and deliver high-quality features that meet or exceed the client's commercial objectives.

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8 years
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Adastra North Macedonia
Profile of Matthew G., Lead Backend Engineer - Cloud, AI and API Platforms at Softaims
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Softaims
Matthew G., Lead Backend Engineer - Cloud, AI and API Platforms at Softaims

Matthew G.

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Timezone: UTC-06:00UTC-06:00
Country: United StatesUnited States
Boston
Matthew G. | SoftaimsMember Since 2010
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PythonOpenAI EmbeddingsAPI DevelopmentAPI IntegrationAzure OpenAI ServiceAWS DevelopmentAWS LambdaHIPAAMicrosoft AzureGoogle Cloud PlatformSQLiteMySQLNode.jsLLM Prompt EngineeringClaude

My name is Matthew G. and I have over 15 years of experience in the tech industry. I specialize in the following technologies: Python, OpenAI Embeddings, API Development, API Integration, Azure OpenAI Service, etc.. I hold a degree in Bachelor's degree. Some of the notable projects I’ve worked on include: AI Evaluation - LLM Quality and Alignment, Mobile app for a pharmaceutical company, Big data cloud integration for large hospital system. I am based in Boston, United States. I've successfully completed 3 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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15 years
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$120
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Microsoft
Profile of Dmitrii Z., Senior Full-Stack Engineer - AI, Python and AI Platforms at Softaims
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Softaims
Dmitrii Z., Senior Full-Stack Engineer - AI, Python and AI Platforms at Softaims

Dmitrii Z.

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Timezone: UTC+03:00UTC+03:00
Country: UkraineUkraine
Kyiv
Dmitrii Z. | SoftaimsMember Since 2019
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My name is Dmitrii Z. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Full-Stack Development, Mobile App Development, node.js, JavaScript, TypeScript, etc.. I hold a degree in Bachelor's degree. Some of the notable projects I’ve worked on include: AI Real Estate Agent as a service, Healthcare Website design and development, Powered by AI, OMA Mirrors - AI Smart Mirror Interface, Corporate website for AI accelerator company, FinTech Product, etc.. I am based in Kyiv, Ukraine. I've successfully completed 24 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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Experience
6 years
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Full-time
Hourly Rate
$30
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DataArt
Profile of Sahil R., Lead Software Engineer - Cloud, Modern Frameworks and SaaS Platforms at Softaims
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Softaims
Sahil R., Lead Software Engineer - Cloud, Modern Frameworks and SaaS Platforms at Softaims

Sahil R.

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Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Baijnath
Sahil R. | SoftaimsMember Since 2012
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ReactNext.jsNode.jsSupabasePostgreSQLSaaS DevelopmentTypeScriptAnalytics DashboardPerformance OptimizationTailwind CSSWebsocketsPrompt EngineeringSaaSExpressJSMongoDB

My name is Sahil R. and I have over 13 years of experience in the tech industry. I specialize in the following technologies: React, Next.js, Node.js, Supabase, PostgreSQL, etc.. I hold a degree in Master of Computer Applications (MCA). Some of the notable projects I've worked on include: Boss Removals & Logistics - Full-service removals & transport Platform, Transform your videos into professional documentation with AI., Crypto trading web Platform, EduBridge Classroom, WordPress website, etc.. I am based in Baijnath, India. I've successfully completed 9 projects while developing at Softaims. I specialize in architecting and developing scalable, distributed systems that handle high demands and complex information flows. My focus is on building fault-tolerant infrastructure using modern cloud practices and modular patterns. I excel at diagnosing and resolving intricate concurrency and scaling issues across large platforms. Collaboration is central to my success; I enjoy working with fellow technical experts and product managers to define clear technical roadmaps. This structured approach allows the team at Softaims to consistently deliver high-availability solutions that can easily adapt to exponential growth. I maintain a proactive approach to security and performance, treating them as integral components of the design process, not as afterthoughts. My ultimate goal is to build the foundational technology that powers client success and innovation.

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13 years
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More than 30 hrs/week
Hourly Rate
$25
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Webblaze Softtech
Profile of Meeqat S., Junior Software Engineer - AI, Machine Learning and Data Science at Softaims
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Softaims
Meeqat S., Junior Software Engineer - AI, Machine Learning and Data Science at Softaims

Meeqat S.

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Timezone: UTC+01:00UTC+01:00
Country: United KingdomUnited Kingdom
Uxbridge
Meeqat S. | SoftaimsMember Since 2024
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Machine LearningArtificial IntelligenceLLM Prompt EngineeringPythonComputer VisionNatural Language ProcessingRetrieval Augmented GenerationGenerative AIPredictive ModelingData AnalysisData ScienceDeep LearningHugging FaceTensorFlowAWS DevelopmentFrontendplayscapegithub copilotRetool

My name is Meeqat S. and I have over 1 years of experience in the tech industry. I specialize in the following technologies: Machine Learning, Artificial Intelligence, LLM Prompt Engineering, Python, Computer Vision, etc.. I hold a degree in Master of Science (MS), Bachelor of Science (BS). Some of the notable projects I’ve worked on include: Government of Punjab Pak– Air Quality Tracking & Forecasting System, Data Ropes, E-Commerce Chatbot Using NLP, Stock Chatbot AI Apps & Integration, Medical Chatbot Using a Combination CNN and BERT, etc.. I am based in Uxbridge, United Kingdom. I've successfully completed 8 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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Experience
1 year
Availability
Full-time
Hourly Rate
$35
Rating
Previous Company
Graphcore

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