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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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+05:30IndiaMember Since 2016My name is Madan L. and I have over 9 years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, Python, Full-Stack Development, Generative AI, Large Language Model, etc.. I hold a degree in Master of Computer Applications (MCA). Some of the notable projects I've worked on include: Various Real Estate webscraping, Ebay Product scraping, Worldwide Restaurants scraping, max7p - Python Developer (Web Scraping Expert), Ruby on Rails Developer (ROR Developer)- Web Scraping Expert, etc.. I am based in Mohali, India. I've successfully completed 37 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+07:00VietnamMember Since 2019My name is Phat V. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Python, Machine Learning, Time Series Analysis, PyTorch, Computer Vision, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: Improve Question Answer accuracy by 20% for downstream tasks., Complex Hotmail Captcha sovler, Background Removal. I am based in Ho Chi Minh City, Vietnam. I've successfully completed 3 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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llm
Verified Expert in EngineeringUTC (Coordinated Universal Time)CanadaMember Since 2024My name is Asra A. and I have over 1 year of experience in the tech industry. I specialize in the following technologies: Machine Learning Model, Machine Learning, Chatbot Development, Chatbot, Bot Development, etc.. I hold a degree in Bachelor of Applied Science (BASc). Some of the notable projects I've worked on include: Nitro, SlidesAI, Integrately, VOXYGEN, Suki, etc.. I am based in Pickering, Canada. I've successfully completed 15 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+03:00UkraineMember Since 2025My name is Pavlo V. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, AI App Development, Machine Learning, Healthcare, Vibe, etc.. I hold a degree in Bachelor of Science (BS). Some of the notable projects I’ve worked on include: AI Voice Detector, Resume Trick, vapor, modern squarespace website, Real Estate Wordpress Web Site Development, etc.. I am based in Dnipro, Ukraine. I've successfully completed 30 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 2024My name is Deepak M. and I have over 1 year of experience in the tech industry. I specialize in the following technologies: RESTful API, Django, API Development, Python, Flask, etc.. I hold a degree in Bachelor of Technology (BTech). Some of the notable projects I've worked on include: Healthcare Analytical Dashboard, Get Pass, Kibanio, ChatGPT3 OpenAI, Car Price Prediction, etc.. I am based in Indore, India. I've successfully completed 7 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-05:00United StatesMember Since 2020My name is Weipeng Z. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Python, Computer Vision, Machine Learning, Data Science, Data Engineering, etc.. I hold a degree in , Bachelor of Science (BS), Doctor of Philosophy (PhD). Some of the notable projects I've worked on include: Vision AI Medical Research (With Johns Hopkins Uni; OpenAI Experience), Large Scale Automated AI Outreach (OpenAI Experience), Advanced, accurate and long-term memory AI Chatbot (OpenAI Experience), Advancing Client Analytics in Advertising Performance Score System, Enhancing Medical Residency Exam Prep with Advanced Analytics, etc.. I am based in Atlanta, United States. I've successfully completed 8 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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Verified Expert in EngineeringUTC+05:30IndiaMember Since 2012My name is Kirtikumar A. and I have over 13 years of experience in the tech industry. I specialize in the following technologies: React Native, Flutter, Android, DevOps, node.js, etc.. I hold a degree in Master's degree. Some of the notable projects I’ve worked on include: Flutter Mobile Application Updates, Full-Stack Web App with React, Next.js & Firebase Integration, Flutter Admin panel - Measurebit.com, FinTech Startup Flutter Application, Lead Mobile App Developer, etc.. I am based in Surat, India. I've successfully completed 19 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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llm
Verified Expert in EngineeringUTC+02:00GermanyMember Since 2022My name is Ashutosh K. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Data Science, Python, Tableau, Machine Learning, Natural Language Processing, etc.. I hold a degree in Master of Computer Applications (MCA). Some of the notable projects I've worked on include: Skycap, Wagstaff, Slate FS, HCode Media, FoxAlliance, etc.. I am based in Munich, Germany. I've successfully completed 10 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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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
