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+05:30
India
Member Since 2015
My 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 2021My name is Himanshu S. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: AI Development, AI Agent Development, AI App Development, SaaS Development, Large Language Model, etc.. I hold a degree in Bachelor of Technology (BTech), . Some of the notable projects I've worked on include: AI-Powered Customer Support Email Assistant for Shopify, AI-Powered Multi-Channel Sales Assistant(WhatsApp and Twilio), AI-Powered Knowledge Management System for Enterprises, AI-Powered Voice Assistant for Customer Service, AI-Driven Customer Support Chatbot for Shopify, etc.. I am based in Dehra Dun, India. I've successfully completed 6 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 (Coordinated Universal Time)GeorgiaMember Since 2023My name is Lasha K. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: ChatGPT API, Chatbot Development, LLM Prompt Engineering, Large Language Model, AI Consulting, etc.. I hold a degree in , Bachelor of Applied Science (BASc). Some of the notable projects I've worked on include: Devoteai.co, Custom AI Integration for WizzAir’s Microsoft Teams Channel, Customer Service AI Agent for Simply Contact ($75M/year Revenue), Top quality Article Generation Platform Built Within ClickUp, Social Media Content Generation Platform Built within ClickUp, etc.. I am based in Tbilisi, Georgia. I've successfully completed 27 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+05:30IndiaMember Since 2023My name is Wahid A. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Retrieval Augmented Generation, Large Language Model, LangChain, FastAPI, LLM Prompt Engineering, etc.. I hold a degree in Bachelor of Computer Applications, Bachelor's degree. Some of the notable projects I've worked on include: Clause-Level Legal RAG Pipeline with Zero-Hallucination Workflow, Custom AI chatbot with multiple LLMs and vector DBs for business use, ChatBot, Diabetes, Heart Disease. I am based in Ludhiana, India. I've successfully completed 5 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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llm
Verified Expert in EngineeringUTC-04:00IndiaMember Since 2012My 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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llm
Verified Expert in EngineeringUTC+02:00GermanyMember Since 2020My name is Simon Robert T. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Software Architecture, Cloud Computing, Artificial Intelligence, FastAPI, PostgreSQL, etc.. I hold a degree in Master of Science (MS), Bachelor of Science (BS). Some of the notable projects I’ve worked on include: Real Estate Portfolio Management, Stock Portfolio Optimization, Healthcare Data Management Modernization, SaaS to analyze real estate property locations. I am based in Koeln, Germany. I've successfully completed 4 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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Verified Expert in EngineeringUTC-06:00CanadaMember Since 2025My name is Raza R. and I have over 0 years of experience in the tech industry. I specialize in the following technologies: Python, React, React Native, Django, Artificial Intelligence, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I've worked on include: Finance - AI SaaS, AI Shorts Generation + Automated Posting, LoopHook - E-commerce, OuraRing - Health Metrics, Ivote Live, etc.. I am based in Regina, Canada. I've successfully completed 10 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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Verified Expert in EngineeringUTC+05:30IndiaMember Since 2017My name is Rohit S. and I have over 8 years of experience in the tech industry. I specialize in the following technologies: Deep Neural Network, TensorFlow, Python, Natural Language Processing, Deep Learning, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: RAG Chatbot using n8n, Google Drive, Gemini & Pinecone, FutureWise.AI Career Tool, LegalLens AI – Intelligent Document Insight and Q&A Platform, Website maker Agentic AI LLM application, Object Tracking., etc.. I am based in Chandigarh, India. I've successfully completed 14 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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llm
Verified Expert in EngineeringUTC+05:30IndiaMember Since 2018My 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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llm
Verified Expert in EngineeringUTC+05:30IndiaMember Since 2023My name is Bharat K. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Data Science, Python, Machine Learning, Deep Learning, TensorFlow, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: Chatbot with LLM, Automated Recruitment System, ETL - Veeva Vault Data Migration. I am based in Indore, India. I've successfully completed 3 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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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.
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Stackoverflow
