The question is about llm
The limitations of LLMs include their dependency on large datasets and computational resources, potential biases, and lack of true understanding. While LLMs excel in pattern recognition, they might struggle with tasks requiring deep reasoning or domain-specific knowledge. Biases in training data can lead to biased outputs, and their performance may vary across languages. Additionally, LLMs can generate plausible but incorrect information, necessitating human oversight and continuous refinement to ensure reliability and accuracy.
By Andrei Daniel P.
10 years of experience
My name is Andrei Daniel P. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: API Development, Custom PHP, Laravel, Application Performance Monitoring Software, New Relic, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I’ve worked on include: Reggio Emilia real estate portal for listings valuations, and ads, Italian site for fast access to local government services and payments, Production ready Docker Compose stack for Laravel with Traefik, Monitoring and Observability setup and maintenance for Saas project, Monitoring and Observability setup and maintenance for Saas project, etc.. I am based in Rio Saliceto, Italy. I've successfully completed 15 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.
llm
Verified Expert in Engineering
UTC-04:00
India
Member Since 2012
My name is Rishi Raj B. and I have over 13 years of experience in the tech industry. I specialize in the following technologies: AI Agent Development, AI Development, AI Platform, LLM Prompt, n8n, etc.. I hold a degree in , Master of Computer Applications (MCA), Bachelor's degree. Some of the notable projects I've worked on include: AI-driven Customer Support Agents (Voice/Chat), HealthCare (FHIR) System - Infrastructure Setup, Automation using IaC, Securing Web Application via VPC, Firewalls, Subnets, ACLs, Automation of SAML Authentication for AWS/GCP via Okta using IaC, SAML-SSO Authentication System using Cognito/Okta/Pulumi, etc.. I am based in Agra, India. I've successfully completed 18 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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Verified Expert in EngineeringUTC+05:30IndiaMember Since 2015My name is Mitesh P. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: ChatGPT, Stable Diffusion, AI Chatbot, Hugging Face, PyTorch, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: AI chatbot, Image generation using stable diffusion model, Hippocrates AI Health & Medical Advisor chatbot, ChatGPT Clone, GPT3 + Dalle 2: Create video content in minutes using generative AI, etc.. I am based in Indore, India. I've successfully completed 9 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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llm
Verified Expert in EngineeringUTC+05:30IndiaMember Since 2014My 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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llm
Verified Expert in EngineeringUTC+02:00FranceMember Since 2021My name is Mounaim B. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, Python, Data Science, PyTorch, Machine Learning, etc.. I hold a degree in , . Some of the notable projects I've worked on include: End to end Generative AI tool, Agentic RAG Chatbot About Policy rules, End to end Generative AI tool, stock prediction AI app, AI driven solution using audio signal processing, etc.. I am based in Paris, France. I've successfully completed 8 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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llm
Verified Expert in EngineeringUTC+05:30IndiaMember Since 2018My name is Krunal S. and I have over 7 years of experience in the tech industry. I specialize in the following technologies: Amazon Web Services, Node.js, React, LangChain, ChatGPT, etc.. I hold a degree in Master of Computer Applications (MCA). Some of the notable projects I've worked on include: Planoly - AI-Driven Social Media Planning & Scheduling App, CBSE AI Buddy – Your AI-Powered Learning Companion, ArtScribe - AI Art Generator, AI Chatbot Pro: Smart AI Conversations with Expert Assistance, iCIMS: Talent Powers Transformation, etc.. I am based in Ahmedabad, India. I've successfully completed 16 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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llm
Verified Expert in EngineeringUTC+05:30IndiaMember Since 2015My 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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llm
Verified Expert in EngineeringUTC-05:00United Arab EmiratesMember Since 2023My name is Dmitry G. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Python, Machine Learning, Artificial Intelligence, Data Extraction, API Integration, etc.. I hold a degree in Master of Computer Science (MSCS), . Some of the notable projects I've worked on include: Optimized N8N Pipeline for Large-Scale Product Catalog Processing, Prototype of a Voice AI Operator for Medical Clinics in Europe, AI System for Automated Email-to-ERP Order Processing, AI-Powered Sales Call Compliance Audit, AI Assistant For Sports Statistics And Bids Analysis, etc.. I am based in Dubai, United Arab Emirates. I've successfully completed 14 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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Verified Expert in EngineeringUTC (Coordinated Universal Time)IndiaMember Since 2020My name is Chinmaya S. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Retrieval Augmented Generation, Prompt Engineering, Claude, OpenAI API, LangChain, etc.. I hold a degree in Master of Science (M.S.). Some of the notable projects I've worked on include: Clinical Note Summarization, Private Data Q&A Platform for Reinsurance Insights, Weaveflow — Custom AI Solutions for Startups & Teams, Workspace Q&A Assistant – Slack, Discord, Meet Search, Chat with Your Database: Insights AI. I am based in Bengaluru, India. I've successfully completed 5 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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llm
Verified Expert in EngineeringUTC+01:00GermanyMember Since 2022My name is Matthias G. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Reinforcement Learning, Machine Learning, Deep Learning, Natural Language Processing, Python, etc.. I hold a degree in Master of Science (MS). Some of the notable projects I've worked on include: MAXIOM.io - AI Chatbot for Performance and Longevity, MrsWordsmith.com - Image/Video/3D Generative AI, SourceFit.com - AI Lead – Built and Scaled the Company’s AI Division, HelloSpoke.com - AI-Powered Voice Assistant “Lou”, MindTime.com – AI to Predict Human Behavior. I am based in Augsburg, Germany. I've successfully completed 5 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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llm
Verified Expert in EngineeringUTC+03:00TurkeyMember Since 2022My name is Rayehe H. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: SQL, TensorFlow, Python Scikit-Learn, Data Science, Machine Learning Model, etc.. I hold a degree in Master's degree, Bachelor's degree. Some of the notable projects I've worked on include: Production-Grade Object Detection and Segmentation with Prompt Control, Generative Image Synthesis & Modification (Flux/Diffusion Models), AI Analyst Agent (RAG/MCP) for Real-Time Portfolio, Time series anomaly detection. I am based in Ankara, Turkey. I've successfully completed 4 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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ScaleUp software
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.
Ex-VP Engineering at Uber
Softaims made hiring remote developers effortless. The talent matched our requirements perfectly, and collaboration with the team was extremely efficient.
CT0 at EdAider
The Softaims platform gave us access to developers who immediately added value. Their expertise and professionalism made the entire process seamless.
Hello Median
Softaims helped us scale our engineering team quickly. The quality of the developers and the speed of onboarding were impressive.
Github
Stackoverflow
