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.

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    By Oleksandr K.

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    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

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Profile of Yoan G., Senior Software Engineer - AI, Cloud and Generative AI Platforms at Softaims
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Softaims
Yoan G., Senior Software Engineer - AI, Cloud and Generative AI Platforms at Softaims

Yoan G.

generative-ai

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Timezone: UTC+01:00UTC+01:00
Country: FranceFrance
Bagnolet
Yoan G. | SoftaimsMember Since 2020
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Artificial IntelligenceGPT-4Large Language ModelChatGPTHugging FaceNatural Language ProcessingAI ChatbotLangChainLlama 2Whisper AIVector EmbeddingVector DatabaseAmazon SageMakerGenerative AIPineconeLLMFirebase StudioRocket NewKiro

My name is Yoan G. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, GPT-4, Large Language Model, ChatGPT, Hugging Face, etc.. I hold a degree in Engineer's degree, Engineer's degree. Some of the notable projects I've worked on include: OpenAI Experience, Text Transformer using GPT models, MLP Architectures for Emotion and Sentiment Analysis, Deep Reinforcement Learning Certification, Whisper (Transcription) App, etc.. I am based in Bagnolet, France. 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.

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5 years
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ChatInnov
Profile of Hitesh K., Senior Software Engineer - AI, Cloud and Generative AI Platforms at Softaims
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Softaims
Hitesh K., Senior Software Engineer - AI, Cloud and Generative AI Platforms at Softaims

Hitesh K.

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Timezone: UTC-06:00UTC-06:00
Country: United StatesUnited States
Schaumburg
Hitesh K. | SoftaimsMember Since 2022
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AI DevelopmentMachine LearningConversational AIChatbot DevelopmentAI Agent DevelopmentRetrieval Augmented GenerationLarge Language ModelGenerative AILangChainLLaMANatural Language ProcessingTensorFlowPyTorchVector DatabaseGitLabOpenShiftCI/CDTerraformSystem MonitoringCloud ComputingAmazon Web ServicesJenkinsDevOpsKubernetesAzure DevOpsMicrosoft AzureLLMCursorWindsurfFirebase Studio

My name is Hitesh K. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: AI Development, Machine Learning, Conversational AI, Chatbot Development, AI Agent Development, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: TejRe, Shake Hands, PhonePe, Zoice – Conversational AI Voice Bot Platform, AI Humanizer Pro – Academic Content Detector & Humanizer, etc.. I am based in Schaumburg, United States. I've successfully completed 11 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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4 years
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More than 30 hrs/week
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$25
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Sterling Computers, Inc.
Profile of Viktor G., Software Engineer - UI/UX, Generative AI and Web Design at Softaims
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Softaims
Viktor G., Software Engineer - UI/UX, Generative AI and Web Design at Softaims

Viktor G.

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Timezone: UTC+02:00UTC+02:00
Country: North MacedoniaNorth Macedonia
Skopje
Viktor G. | SoftaimsMember Since 2021
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FigmaUser Interface DesignUser Experience DesignUI/UX PrototypingUX & UIWeb DesignMobile App DesignLanding PageUsability TestingWebflowSoftware DesignGenerative AIPrompt EngineeringGenerative DesignSaaSGames

My name is Viktor G. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Figma, User Interface Design, User Experience Design, UI/UX Prototyping, UX & UI, etc.. I hold a degree in , , Bachelor's degree. Some of the notable projects I’ve worked on include: Consumer Participation Platform, Food Delivery App, Dashboard, InterviewPro: Revolutionizing Job Interview Preparation AI-Driven, Crypto Trade Mobile app, etc.. I am based in Skopje, North Macedonia. I've successfully completed 6 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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4 years
Availability
Full-time
Hourly Rate
$25
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Horizon Tech
Profile of Klimentiy B., Lead Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims
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Softaims
Klimentiy B., Lead Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims

Klimentiy B.

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Timezone: UTC+02:00UTC+02:00
Country: ArgentinaArgentina
Buenos Aires
Klimentiy B. | SoftaimsMember Since 2013
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Natural Language GenerationMachine LearningChatbotNatural Language ProcessingChatGPTGenerative AIInformation RetrievalArtificial IntelligenceAI ChatbotSearch TooldevloMakeXplayscape

My name is Klimentiy B. and I have over 12 years of experience in the tech industry. I specialize in the following technologies: Natural Language Generation, Machine Learning, Chatbot, Natural Language Processing, ChatGPT, etc.. I hold a degree in Master of Information Technology (MIT). Some of the notable projects I've worked on include: Enterprise AI Assistant for Complex Supply Chain Ops, Real-Time Voice AI Agent for Customer Order Management, Autonomous On-Chain AI Agent, Revolutionizing Sustainable Innovation with Gen AI and Traditional NLP, NLP for Sustainable Transformation Startup, etc.. I am based in Buenos Aires, Argentina. I've successfully completed 15 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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12 years
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Less than 30 hrs/week
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$140
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dMASS, Inc.
Profile of Sudhir K., Junior Software Engineer - AI, Generative AI and Chatbot Platforms at Softaims
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Softaims
Sudhir K., Junior Software Engineer - AI, Generative AI and Chatbot Platforms at Softaims

Sudhir K.

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Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Mohali
Sudhir K. | SoftaimsMember Since 2025
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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.

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1 Year
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More than 30 hrs/week
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Aronasoft
Profile of Gaurav K., Lead Software Engineer - AI, Web and Generative AI Platforms at Softaims
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Softaims
Gaurav K., Lead Software Engineer - AI, Web and Generative AI Platforms at Softaims

Gaurav K.

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Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Ghaziabad
Gaurav K. | SoftaimsMember Since 2018
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AI ChatbotLangChainAI Model TrainingAI Agent DevelopmentLarge Language ModelAI Model IntegrationZapiern8nVue.jsAI Model DevelopmentGenerative AIReactPythonMake.comRetrieval Augmented Generation

My name is Gaurav K. and I have over 7 years of experience in the tech industry. I specialize in the following technologies: AI Chatbot, LangChain, AI Model Training, AI Agent Development, Large Language Model, etc.. I hold a degree in Bachelor of Technology (BTech). Some of the notable projects I've worked on include: Full-Stack Developer Needed for SaaS Beta AI Automation Project, AI Cognitive Assessment & Brain Health Platform, Voice-Based AI Tutoring System, Voice Agent & Multi-Step Retry Logic: ElevenLabs, n8n, Airtable, AI Medical Scribe & Clinical Note Generator, etc.. I am based in Ghaziabad, India. I've successfully completed 24 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.

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7 years
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Profile of Miteshkumar P., Lead Software Engineer - AI, Generative AI and AI Platforms at Softaims
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Softaims
Miteshkumar P., Lead Software Engineer - AI, Generative AI and AI Platforms at Softaims

Miteshkumar P.

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Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Ahmedabad
Miteshkumar P. | SoftaimsMember Since 2014
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Computer VisionGenerative AILarge Language ModelChatbotAI App DevelopmentAI Agent DevelopmentAI DevelopmentAI Image GenerationAI Consultingn8nLangChainAI Video GenerationHealthcare ITAI ImplementationAI Product ManagementLLMLazy AICody by SourcegraphTabnine

My name is Miteshkumar P. and I have over 11 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, Generative AI, Large Language Model, Chatbot, AI App Development, etc.. I hold a degree in Bachelor of Technology (BTech), Master of Technology (MTech). Some of the notable projects I've worked on include: Prompt-to-Plan: AI Home Layout Generator with Real-Time Customization, Optimizing Civil Situation Plan Approval, AI-Driven eCRF Automation for Clinical Trials, No Code Platform for Computer Vision Application, Floorplan Recognition System, etc.. I am based in Ahmedabad, India. I've successfully completed 25 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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11 years
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More than 30 hrs/week
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$35
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Profile of Arsalan M., Lead Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims
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Softaims
Arsalan M., Lead Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims

Arsalan M.

generative-ai

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Timezone: UTC-06:00UTC-06:00
Country: United StatesUnited States
Houston
Arsalan M. | SoftaimsMember Since 2015
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AI App DevelopmentAI ChatbotGenerative AI SoftwareLLM PromptNatural Language ProcessingMachine LearningDeep LearningLarge Language ModelLangChainPythonGenerative AIETLReactAI ImplementationpandasLLM

My name is Arsalan M. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: AI App Development, AI Chatbot, Generative AI Software, LLM Prompt, Natural Language Processing, etc.. I hold a degree in Master of Computer Science (MSCS), Doctor of Philosophy (PhD). Some of the notable projects I've worked on include: EKAI, Sahl AI, Lytics News Monitoring System, Sandoz, AI Chat and Generative Media Platform, etc.. I am based in Houston, United States. I've successfully completed 9 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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Experience
1 Year
Availability
More than 30 hrs/week
Hourly Rate
$50
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Snorkel AI – Palo Alto, CA
Profile of Abdelhadi A., Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims
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Softaims
Abdelhadi A., Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims

Abdelhadi A.

generative-ai

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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 Developmentn8nZapierReplitv0BASE44

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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Experience
3 years
Availability
As Needed - Open to Offers
Hourly Rate
$90
Rating
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PacketAI
Profile of Binod K., Lead Software Engineer - AI, Generative AI and AI Platforms at Softaims
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Softaims
Binod K., Lead Software Engineer - AI, Generative AI and AI Platforms at Softaims

Binod K.

generative-ai

Verified BadgeVerified Expert in Engineering
Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Deoghar
Binod K. | SoftaimsMember Since 2013
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AI Agent DevelopmentAI ConsultingAI DevelopmentAI Product ManagementAI Model IntegrationAI ImplementationOpenAI APIChatGPTGenerative AIGenerative AI SoftwareGenerative Modeln8nv0BASE44Cursor

My name is Binod K. and I have over 12 years of experience in the tech industry. I specialize in the following technologies: AI Agent Development, AI Consulting, AI Development, AI Product Management, AI Model Integration, etc.. I hold a degree in Master of Computer Applications (MCA), Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: AI-Powered Hotel Booking Website, CRM Agent, Skill Assessment Agent, AgentsArchitects.ai, FenceSoft.ai, etc.. I am based in Deoghar, India. I've successfully completed 30 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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Experience
12 years
Availability
More than 30 hrs/week
Hourly Rate
$48
Rating
Previous Company
AgentsArchitects.ai

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