Hey, I'm
Shaswata Tripathy
I build things with AI
10+ years shipping code • AI & ML enthusiast • Kolkata, India
Hey, I'm
I build things with AI
10+ years shipping code • AI & ML enthusiast • Kolkata, India
I'm a tech lead and AI builder who's spent the last decade turning messy business problems into clean, working software. These days I'm deep into Gen AI & Machine Learning — building RAG pipelines, agentic workflows, LLM-powered systems, and training ML models for real-world predictions. I like code that works, models that learn, and problems worth solving.
Leading Gen AI initiatives, building agentic systems & document intelligence platforms
ML models for semiconductor manufacturing, owned 10+ production apps end-to-end
Wealth management portfolio apps, Azure PaaS infrastructure & security remediation
Trading & settlement platform for Euroclear, .NET/Angular across distributed European teams
R&D web apps end-to-end with ASP.NET MVC & AngularJS, requirements through production support
Essays and deep dives on Gen AI, machine learning, and the tech I'm exploring.
Foundry IQ’s retrieval is impressive. Its security defaults deserve a closer look. Almost every team building enterprise AI…
Read article →A row-level, drift-aware cache for agent recovery suggestions, plus a small compliance eval that partially contradicts the…
Read article →Microsoft’s Agentic Turn: Prompt Agents, Ephemeral Agents, and the New YAML-First Way of Building AI Agents (2026) What Microsoft…
Read article →This article was written by a human author asking Claude (Anthropic’s AI assistant) responses by making it read articles about…
Read article →From sandbox escapes to source code leaks, Anthropic’s golden child has been through it all. Grab some popcorn. Look, I love…
Read article →From answering questions to autonomously achieving goals — the next wave of AI is here, bringing immense potential and profound…
Read article →by Shaswata Tripathy “We are at the iPhone moment of artificial intelligence.” — Jensen Huang, CEO of NVIDIA At GTC 2025 , NVIDIA…
Read article →Introduction: The Evolution of Computer Vision Models For decades, Convolutional Neural Networks (CNNs) have been the backbone of…
Read article →Introduction: The Data Bottleneck in AI Training Traditional machine learning models thrive on large-scale labeled datasets , but…
Read article →Introduction: The Shift from Traditional AI to Attention-Based Models Artificial Intelligence (AI) has evolved significantly over…
Read article →Models and experiments I've published to the Hugging Face hub.
tripathyShaswata / SwiftContext
Text classification model for labeling and routing.
tripathyShaswata / ThinkingBudgetRouter
Text classification model for labeling and routing.
tripathyShaswata / QueryComplexityRouter
Text classification model for labeling and routing.
tripathyShaswata / AgentIntentRouter
Text classification model for labeling and routing.
tripathyShaswata / Phi-tiny-MoE-instruct-GGUF
Text-generation model published on the Hugging Face hub.
tripathyShaswata / sarvam-1-v0.5-GGUF
Text-generation model published on the Hugging Face hub.
tripathyShaswata / parking-space-calculator
Open-source model and experiment on the Hugging Face hub.
Got a project, an idea, or just want to talk AI? I'm always up for a good conversation.