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Bhanu Pratap Singh profile picture

Bhanu Pratap Singh

An enthusiast for AI/ML architecture for Banking landscape.

Location ILLINOIS Joined Joined on  Personal website https://superml.dev/today github website

Education

Masters in AI

Work

AI/ML Architect

Embedding Maths for RAG
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Embedding Maths for RAG

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1 min read

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RAG Retrieval Quality Is a Chunking Problem

RAG Retrieval Quality Is a Chunking Problem

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NL-to-SQL Complexity Calculator
Cover image for NL-to-SQL Complexity Calculator

NL-to-SQL Complexity Calculator

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1 min read
Calculate right class of language model for your workload

Calculate right class of language model for your workload

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1 min read
Estimate the daily and monthly cost of running LLM

Estimate the daily and monthly cost of running LLM

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1 min read
LLM API Cost vs Self Host Models

LLM API Cost vs Self Host Models

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1 min read
1M-Token Context Window Is a Lie - Plan Real Capacity

1M-Token Context Window Is a Lie - Plan Real Capacity

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1 min read
Governance Readiness Checklist for AI Architects

Governance Readiness Checklist for AI Architects

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'Should We Use RAG or Fine-Tuning?' A Decision Calculator for AI Architects

'Should We Use RAG or Fine-Tuning?' A Decision Calculator for AI Architects

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1 min read
Guide to calculate AI cost in an agent

Guide to calculate AI cost in an agent

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1 min read
Your AI System Will Pass Pilot and Fail Audit: A Governance Readiness Checklist for AI Architects

Your AI System Will Pass Pilot and Fail Audit: A Governance Readiness Checklist for AI Architects

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1 min read
'Should We Use RAG or Fine-Tuning?' Is the Wrong Question: A Decision Calculator for AI Architects

'Should We Use RAG or Fine-Tuning?' Is the Wrong Question: A Decision Calculator for AI Architects

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1 min read
Demo Agents cost Vs Production Agent costs

Demo Agents cost Vs Production Agent costs

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1 min read
How to Estimate LLM API Cost Before Shipping Your AI App

How to Estimate LLM API Cost Before Shipping Your AI App

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5 min read
OpenAI’s Deployment Company Proves Enterprise AI Has a Last-Mile Problem

OpenAI’s Deployment Company Proves Enterprise AI Has a Last-Mile Problem

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2 min read
SMART-SDLC, Toping leaders board.

SMART-SDLC, Toping leaders board.

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Anthropic's First Banking Agent Just Went Into AML

Anthropic's First Banking Agent Just Went Into AML

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1 min read
How Ontology impact NL-2-SQL

How Ontology impact NL-2-SQL

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1 min read
Exploring Smart-SDLC: The Skill-First Agentic Framework That Turns Copilot and Claude Into a Full SDLC Team

Exploring Smart-SDLC: The Skill-First Agentic Framework That Turns Copilot and Claude Into a Full SDLC Team

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1 min read
I Built SuperML.dev to Document Production-Grade AI Architecture — Here’s What I Learned
Cover image for I Built SuperML.dev to Document Production-Grade AI Architecture — Here’s What I Learned

I Built SuperML.dev to Document Production-Grade AI Architecture — Here’s What I Learned

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4 min read
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