Insights
Written by the people doing the work.
Perspectives from our engineers, researchers, and product teams on the technologies we explore, the systems we build, and the lessons we learn along the way.
Practical ideas, technical deep dives, and experiences from real-world software development.
Featured articles
Application Modernization
Converting VB6 to C#: From Legacy Systems to Modern Fintech AppsTobe Raju Varghese · Jul 2024AI & Machine Learning
Deployment Unveiled: Conquering the Last Mile of ML ProjectsKrishnadas · Feb 2025AI & Machine Learning
From Base to Instruct: Fine-tuning LLMs Using PEFT TechniquesKarthika Rajan Nair · Jan 2025Product & Teams
The Product Mindset: A Key Differentiator for Development TeamsMar 2023All insights
AI & Machine Learning
AI in Modern Marketing StrategiesNaveen RobiOct 2025Bridging Vision and Language: Multimodal LLMsAravind Narayanan, Akhil K A, KaleshAug 2025The Rise of AI Agents: Redefining Web AutomationArjun SJul 2025Unleashing Feature Engineering for a Blog Recommendation SystemKaleshApr 2025The Future of Workplace Safety: Computer Vision for PPE ComplianceAkhil K AMar 2025Keeping LLMs RealHrishikeshMar 2025Journey through Neural Network Architectures: RNNs, CNNs, TransformersNandagopal JMar 2025Deployment Unveiled: Conquering the Last Mile of ML ProjectsKrishnadasFeb 2025Beyond the Bump: How AI is Revolutionizing Pothole DetectionAnnJan 2025From Base to Instruct: Fine-tuning LLMs Using PEFT TechniquesKarthika Rajan NairJan 2025Unlocking Workforce Potential: AI and People AnalyticsNeemaJan 2025Beyond Basic Chatbots: LLMs and RAG for Smarter ConversationsKarthika Rajan NairDec 2024Face Recognition for All: Affordable, AI-Driven AttendanceAravind NarayananDec 2024Scaling AI Success: The Critical Role of MLOpsVishnu TSOct 2024Deploying ML Models with FastAPI and DockerAravind NarayananOct 2024Overcoming Adversarial Threats and Strengthening AI Defense MechanismsVishnu PrakashOct 2024The Machine Learning Testing PuzzleKrishnadasSep 2024Chain-of-Thought Reasoning: The Magic Behind the o1 ModelRegi RoySep 2024Counting on AI: The Future of Pharmacy AutomationHrishikesh P S, Akhil K AAug 2024Securing AI: The Need for Reliability and SafetyVishnu PrakashAug 2024Embracing the AI Revolution: A Lesson from HistoryRegi RoyAug 2024Demystifying GenAI: A Developer ApproachJeril Monzi JacobJul 2024The Intersection of Music and Generative AIHrishikesh PJun 2024How AI and ML Drives the Fast Changing Tech WorldOct 2023Harnessing the Intelligent Revolution: Key AI Trends for 2023Jun 2023Research on Relativistic GAN for Super-ResolutionJun 2023
Application Modernization
Converting VB6 to C#: From Legacy Systems to Modern Fintech AppsTobe Raju VargheseJul 2024Decoding the .NET Universe: Navigating the Confusion Around VersionsRathishApr 2024Securing the Automation: RPA Security and ComplianceDeepthy V, Ravisankar P KJan 2024RPA and Beyond: Integrating with Other TechnologiesDeepthy VDec 2023Project Success: Best Practices for RPA Project ManagementNov 2023Streamlining Operations: A Guide to Implementing RPAJun 2023Rounding Numbers in the Financial DomainJan 2023
Data Engineering
The Synthetic Data Revolution: From Simple Rules to AI MasterpiecesAswathi P VMay 2025From Manual to AI-Driven: A Journey into Synthetic Test Data GenerationKrishnadas, Vishnu PrakashMar 2025Powering AI Innovation: Techniques for Synthetic Data GenerationKaleshNov 2024Parquet Perks: Why Data Scientists Opt for this Storage FormatAswathi P VNov 2024From Chaos to Clarity: Unstructured Data with Amazon Comprehend and AthenaAswathi P VOct 2024Unlocking Insights: Big Data and Data Science in Decision-MakingVishnu TSMay 2024Streamlining Workflows: Automating Data Entry and AnalysisAswathi P VApr 2024
Software Engineering
Product & Teams
Introducing SaaSBuilderProNov 2024Effective Agile Project Management in Distributed TeamsChandra KishoreJul 2024Embracing a Team Smarter Than YouDec 2023The Product Mindset: A Key Differentiator for Development TeamsMar 2023Agile Project Management Metrics: Measuring SuccessMar 2023Myth of MultitaskingMar 2023Leaders Vs ManagersFeb 2023Agile vs. Waterfall: A Comparative AnalysisJan 2023Breaking Down Silos: The Benefits of Cross-Functional TeamsJan 2023