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
Built trading platforms, wealth management tools & enterprise apps across fintech
Essays and deep dives on Gen AI, machine learning, and the tech I'm exploring.
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 →Introduction: The Limitations of Classical AI Artificial Intelligence (AI) has revolutionized industries by enabling automation,…
Read article →Generative AI has rapidly evolved over the past decade, pushing the boundaries of machine creativity and opening doors to…
Read article →Image recognition has evolved tremendously over the years, with cutting-edge advancements shaping industries such as healthcare,…
Read article →A Guide To Machine Learning Implementation Steps Step 1 : The first step for any project is identifying problem defining which…
Read article →Models and experiments I've published to the Hugging Face hub.
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.