What skills are needed to work with generative AI?

The question is about generative ai

Answer

Working with generative AI requires a blend of technical and analytical skills. Proficiency in programming languages like Python and familiarity with machine learning frameworks such as TensorFlow or PyTorch are essential. Understanding deep learning concepts and models like GANs and VAEs is crucial. Data analysis skills are needed to preprocess and interpret data effectively. Additionally, problem-solving abilities and creativity are important for developing innovative AI solutions. A strong foundation in mathematics, particularly linear algebra and statistics, helps in understanding and optimizing AI models.

About the Author

  • Author icon

    By Oleksandr K.

  • ✓ Verified Expert
  • Experience icon

    10 years of experience

My name is Oleksandr K. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: JavaScript, Stable Diffusion, Cloud Architecture, PyTorch, TensorFlow, etc.. I hold a degree in Master of Computer Applications (MCA), . Some of the notable projects I've worked on include: Generative AI Backend for architectrender.com, Generative AI backend for Architecture redesign app, Generative AI Backend for logodiffusion.com, Stable Diffusion SAAS. I am based in Vinnitsya, Ukraine. I've successfully completed 4 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.

Previously worked at:Agile Engine

Hire Remote Generative Ai Developers

Profile of Aashish A., Senior Software Engineer - AI, Generative AI and Chatbot Platforms at Softaims
View full profile
Softaims
Aashish A., Senior Software Engineer - AI, Generative AI and Chatbot Platforms at Softaims

Aashish A.

generative-ai

Verified BadgeVerified Expert in Engineering
Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Amritsar
Aashish A. | SoftaimsMember Since 2021
View and Hire Arrow Icon
AI Agent DevelopmentPrompt EngineeringAI ChatbotGenerative AIAI Text-to-SpeechAI Content CreationTensorFlowStable DiffusionLead GenerationAI BotAI Text-to-ImageAI Model IntegrationAI TradingWeb ScrapingChatGPT API

My name is Aashish A. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: AI Agent Development, Prompt Engineering, AI Chatbot, Generative AI, AI Text-to-Speech, etc.. I hold a degree in , Bachelor of Computer Science (BCompSc). Some of the notable projects I've worked on include: AI Animal Detection System using PyTorch, TensorFlow & FastAPI, Molin AI - React.js, Node.js, Full Stack, Vydbox - React.js, Node.js, Open AI, ClickMind Sign in Page - React, Node, AI Integration, Teman - React Native, Node.js, etc.. I am based in Amritsar, India. I've successfully completed 11 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.

Show More
Experience
4 years
Availability
As Needed - Open to Offers
Hourly Rate
$25
Rating
Previous Company
Deliverable Services
Profile of Maninder S., Lead Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims
View full profile
Softaims
Maninder S., Lead Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims

Maninder S.

generative-ai

Verified BadgeVerified Expert in Engineering
Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Hyderabad
Maninder S. | SoftaimsMember Since 2012
View and Hire Arrow Icon
LangchainPythonAI App DevelopmentAI Agent DevelopmentGenerative AINatural Language ProcessingAI ImplementationMachine LearningHugging FacePrompt EngineeringAI ChatbotRetrieval Augmented GenerationAmazon SageMakerVector DatabaseAutomatic Speech Recognition

My name is Maninder S. and I have over 13 years of experience in the tech industry. I specialize in the following technologies: LangChain, Python, AI App Development, AI Agent Development, Generative AI, etc.. I hold a degree in High School, Bachelors. Some of the notable projects I’ve worked on include: Web Development for a Healthtech Company, AI-Based Platform Engineering for IoT Startup, K’ept Health Wellness for Beauty care, Development Of An Intuitive Cloud Based EFX Platform, WooHoo: Home AI Assistant And Enterprise AI Assistant, etc.. I am based in Hyderabad, India. I've successfully completed 16 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.

Show More
Experience
13 years
Availability
Full-time
Hourly Rate
$35
Rating
Previous Company
Fractal Analytics
Profile of Sudhir K., Junior Software Engineer - AI, Generative AI and Chatbot Platforms at Softaims
View full profile
Softaims
Sudhir K., Junior Software Engineer - AI, Generative AI and Chatbot Platforms at Softaims

Sudhir K.

generative-ai

Verified BadgeVerified Expert in Engineering
Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Mohali
Sudhir K. | SoftaimsMember Since 2025
View and Hire Arrow Icon
Generative AIGenerative AI PromptGenerative ModelChatbot PromptChatbotAI ChatbotAI Agent DevelopmentOpenAI APIChatGPTChatGPT API

My name is Sudhir K. and I have over 0 years of experience in the tech industry. I specialize in the following technologies: Generative AI, Generative AI Prompt, Generative Model, Chatbot Prompt, Chatbot, etc.. I hold a degree in Master of Computer Applications (MCA), Bachelor of Computer Applications. Some of the notable projects I've worked on include: AI Voice & Chat Assistant Development using Retell AI, Automating Calendar Events in Zoho CRM Using Zapier + Webhooks, Build an AI-Powered News Monitoring System with ChatGPT + n8n, Botpress Chatbot Optimization for WordPress Site, AI Chatbot & Workflow Automation, etc.. I am based in Mohali, India. I've successfully completed 7 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.

Show More
Experience
1 Year
Availability
More than 30 hrs/week
Hourly Rate
$25
Rating
Previous Company
Aronasoft
Profile of Sandip R., Software Engineer - AI, Node.js and Generative AI Platforms at Softaims
View full profile
Softaims
Sandip R., Software Engineer - AI, Node.js and Generative AI Platforms at Softaims

Sandip R.

generative-ai

Verified BadgeVerified Expert in Engineering
Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Ahmedabad
Sandip R. | SoftaimsMember Since 2023
View and Hire Arrow Icon
AI ChatbotAI Agent DevelopmentGenerative AIMachine LearningNLP TokenizationLangChainNode.jsNext.jsLLM Prompt EngineeringMLflowOpenAI APIPythonNatural Language ProcessingChatbot Developmentn8n

My name is Sandip R. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: AI Chatbot, AI Agent Development, Generative AI, Machine Learning, NLP Tokenization, etc.. I hold a degree in Bachelor's degree. Some of the notable projects I've worked on include: Personalized Learning Platform with AI, AI-Powered E-commerce Chatbot, AI Meeting Summarizer, Note Taker, and Action Recommender, Web Chat application (React), Android Video calling app. I am based in Ahmedabad, India. I've successfully completed 5 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.

Show More
Experience
2 years
Availability
More than 30 hrs/week
Hourly Rate
$25
Rating
Previous Company
Digipine InfoTech
Profile of Antik P., Lead Software Engineer - AI, Cloud and Generative AI Platforms at Softaims
View full profile
Softaims
Antik P., Lead Software Engineer - AI, Cloud and Generative AI Platforms at Softaims

Antik P.

generative-ai

Verified BadgeVerified Expert in Engineering
Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Bengaluru
Antik P. | SoftaimsMember Since 2015
View and Hire Arrow Icon
PythonTensorFlowComputer VisionDeep LearningMachine LearningNatural Language ProcessingChatGPTGoogle Cloud PlatformStable DiffusionLarge Language ModelLangchainGenerative AIPrompt EngineeringLLM PromptLLM Prompt EngineeringLLM

My name is Antik P. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: Python, TensorFlow, Computer Vision, Deep Learning, Machine Learning, etc.. I hold a degree in Bachelor of Engineering (BEng), Master's degree. Some of the notable projects I’ve worked on include: Agentic RAG for Legal AI, TryOn AI – Virtual Fashion Try-On, AI Model / Avatar Photoshoot – Hyper-Realistic Virtual Photoshoots, PDS - Personal Data Scientist Chat System, AI-Driven Ad Generation and Editing Platform Using Stable Diffusion, etc.. I am based in Bengaluru, India. I've successfully completed 10 projects while developing at Softaims. I employ a methodical and structured approach to solution development, prioritizing deep domain understanding before execution. I excel at systems analysis, creating precise technical specifications, and ensuring that the final solution perfectly maps to the complex business logic it is meant to serve. My tenure at Softaims has reinforced the importance of careful planning and risk mitigation. I am skilled at breaking down massive, ambiguous problems into manageable, iterative development tasks, ensuring consistent progress and predictable delivery schedules. I strive for clarity and simplicity in both my technical outputs and my communication. I believe that the most powerful solutions are often the simplest ones, and I am committed to finding those elegant answers for our clients.

Show More
Experience
1 Year
Availability
Full-time
Hourly Rate
$40
Rating
Previous Company
Google India
Profile of Andrii H., Software Engineer - Web, Data Processing and Generative AI Platforms at Softaims
View full profile
Softaims
Andrii H., Software Engineer - Web, Data Processing and Generative AI Platforms at Softaims

Andrii H.

generative-ai

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: UkraineUkraine
Vinnytsya
Andrii H. | SoftaimsMember Since 2022
View and Hire Arrow Icon
Web DevelopmentAPI IntegrationPuppeteerWeb ScrapingData ProcessingData ExtractionWordPressChatGPTWeb Scraping SoftwareData MiningGenerative AIAutomationData ScrapingScriptingWeb Crawling

My name is Andrii H. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Web Development, API Integration, Puppeteer, Web Scraping, Data Processing, etc.. I hold a degree in . Some of the notable projects I've worked on include: Financial docs to AWS PostgreSQL: Large-Scale Schema & Data Migration, E-comm Discount Web Scraping & Digital Shelf Monitoring with AI Agent, Custom Cryptocurrency Exchange on WordPress with AI-Generated Content, Crypto Exchange Platform with Binance API Integration and Telegram Bot, Multilingual Crypto News Aggregator with Automated Translation, etc.. I am based in Vinnytsya, Ukraine. I've successfully completed 14 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.

Show More
Experience
3 years
Availability
More than 30 hrs/week
Hourly Rate
$35
Rating
Previous Company
WireBloom
Profile of Sanjeev K., Lead Data Scientist - AI, Machine Learning and Generative AI Platforms at Softaims
View full profile
Softaims
Sanjeev K., Lead Data Scientist - AI, Machine Learning and Generative AI Platforms at Softaims

Sanjeev K.

generative-ai

Verified BadgeVerified Expert in Engineering
Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Bengaluru
Sanjeev K. | SoftaimsMember Since 2013
View and Hire Arrow Icon
Data ScienceComputer VisionNatural Language ProcessingMachine LearningDeep Neural NetworkConvolutional Neural NetworkNeural NetworkArtificial IntelligenceGenerative AIChatbot DevelopmentPrompt EngineeringRetrieval Augmented GenerationMachine Learning ModelMultimodal Large Language ModelLarge Language ModelGoogle CloudLLMFirebase StudioRocket NewKiro

My name is Sanjeev K. and I have over 12 years of experience in the tech industry. I specialize in the following technologies: Data Science, Computer Vision, Natural Language Processing, Machine Learning, Deep Neural Network, etc.. I hold a degree in Master of Technology (MTech), Bachelor of Technology (BTech). Some of the notable projects I’ve worked on include: MLOps Consultation: Automating ML Workflows for Production, Planet Scale Data Analytics, Grant unstoppable powers to Large Language Models. I am based in Bengaluru, India. I've successfully completed 3 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.

Show More
Experience
12 years
Availability
Full-time
Hourly Rate
$35
Rating
Previous Company
Fractal Analytics
Profile of Wamiq R., Lead Software Engineer - AI, Deep Learning and Generative AI Platforms at Softaims
View full profile
Softaims
Wamiq R., Lead Software Engineer - AI, Deep Learning and Generative AI Platforms at Softaims

Wamiq R.

generative-ai

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: ItalyItaly
Trento
Wamiq R. | SoftaimsMember Since 2015
View and Hire Arrow Icon
Deep LearningComputer VisionPyTorchMachine LearningConvolutional Neural NetworkArtificial IntelligenceLLM Prompt EngineeringGenerative AIOpenAI APIRetrieval Augmented GenerationLarge Language ModelAutomationAgent GPTLangChainChatbotLLMdev fundevloMakeX

My name is Wamiq R. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: Deep Learning, Computer Vision, PyTorch, Machine Learning, Convolutional Neural Network, etc.. I hold a degree in Master's degree. Some of the notable projects I've worked on include: Agentic Interviewer: AI-powered technical interview platform, AI Text to Humanize Text Bypassing AI Detector Undetectable AI, Building a Production-Ready Dynamic Survey Bot with LLM Integration, Chatbot AI-Powered Information Retrieval from PDFs, Document QA RAG App with Integration on AWS, etc.. I am based in Trento, Italy. I've successfully completed 7 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.

Show More
Experience
1 Year
Availability
More than 30 hrs/week
Hourly Rate
$65
Rating
Previous Company
Undetectable AI
Profile of Saqib S., Senior Full-Stack Engineer - AI, Web and Generative AI Platforms at Softaims
View full profile
Softaims
Saqib S., Senior Full-Stack Engineer - AI, Web and Generative AI Platforms at Softaims

Saqib S.

generative-ai

Verified BadgeVerified Expert in Engineering
Timezone: UTC-08:00UTC-08:00
Country: United StatesUnited States
Sugar Land
Saqib S. | SoftaimsMember Since 2019
View and Hire Arrow Icon
Artificial IntelligenceLLM Prompt EngineeringGraph DatabaseDeep LearningNatural Language ProcessingGenerative AIAI Agent DevelopmentAI ChatbotData AnalysisReactNode.jsNext.jsWeb DevelopmentOpenAI APIChatGPTReact NativeNextjsVibeCodea0Trickle

My name is Saqib S. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, LLM Prompt Engineering, Graph Database, Deep Learning, Natural Language Processing, etc.. I hold a degree in Bachelor of Applied Science (BASc), Master's degree. Some of the notable projects I’ve worked on include: Portfolio, AI-Powered Resume Ranking & Parsing System for Automated Hiring, AI-Powered Business Incubator Platform, HomeShield: AI-Powered Real-Time Home Safety Monitoring System, AI-Powered Floor Plan Icon Matcher - Interactive Tool for Architects, etc.. I am based in Sugar Land, United States. I've successfully completed 49 projects while developing at Softaims. I employ a methodical and structured approach to solution development, prioritizing deep domain understanding before execution. I excel at systems analysis, creating precise technical specifications, and ensuring that the final solution perfectly maps to the complex business logic it is meant to serve. My tenure at Softaims has reinforced the importance of careful planning and risk mitigation. I am skilled at breaking down massive, ambiguous problems into manageable, iterative development tasks, ensuring consistent progress and predictable delivery schedules. I strive for clarity and simplicity in both my technical outputs and my communication. I believe that the most powerful solutions are often the simplest ones, and I am committed to finding those elegant answers for our clients.

Show More
Experience
6 years
Availability
Full-time
Hourly Rate
$75
Rating
Previous Company
Google
Profile of Mohit T., Software Engineer - AI, Frontend and Generative AI Platforms at Softaims
View full profile
Softaims
Mohit T., Software Engineer - AI, Frontend and Generative AI Platforms at Softaims

Mohit T.

generative-ai

Verified BadgeVerified Expert in Engineering
Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Surat
Mohit T. | SoftaimsMember Since 2023
View and Hire Arrow Icon
ChatGPTReactPythonDockerChatGPT API IntegrationAPI DevelopmentLangChainPrompt EngineeringLLM PromptGenerative AIChatbot IntegrationAI ChatbotLarge Language ModelNatural Language ProcessingPython Script

My name is Mohit T. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: ChatGPT, React, Python, Docker, ChatGPT API Integration, etc.. I hold a degree in Bachelor of Technology (BTech). Some of the notable projects I've worked on include: Streaming openAI response for the website chatbot (rafiq.ai), 🖋️ AI-Powered Writing Assistance: Write 5x Faster! 🚀💡, ✨ Enchanting Telegram Bot: Text-to-Image Alchemy & ChatGPT Wizardry✨, 🤖 CSV Chatbot: Big Data Mastery with LangChain & Azure Hosting! 📈💬, 🚀 PDF-Powered Chatbot Website: Stream, Chat, and Transform PDFs! 📜💬, etc.. I am based in Surat, India. I've successfully completed 6 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.

Show More
Experience
2 years
Availability
More than 30 hrs/week
Hourly Rate
$25
Rating
Previous Company
AI Startup

Want to hire?

Hire generative-ai Arrow Icon

Developers who got their wings at:

  • Intel Logo
    Intel Logo
  • Netflix Logo
    Netflix Logo
  • Lego Logo
    Lego Logo
  • Adidas Logo
    Adidas Logo
  • Samsung Logo
    Samsung Logo
  • Google Logo
    Google Logo
  • Uber Logo
    Uber Logo
  • Apple Logo
    Apple Logo
  • Pfizer Logo
    Pfizer Logo

Testimonials

Working with Softaims allowed us to quickly onboard highly skilled engineers who integrated seamlessly with our team. The experience was smooth and the results exceeded our expectations.

The Softaims platform gave us access to developers who immediately added value. Their expertise and professionalism made the entire process seamless.

Ready-to-interview vetted Generative Ai developers are waiting for your request

Hire Generative Ai Developer Arrow Icon
Hire Generative Ai Developer
Hire Generative Ai Developer