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Soham Sharma

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Location Indore, India Joined Joined on  Personal website https://botmartz.com github website
Why Top AI Companies Are Replacing Prompt Engineers with Forward Deployed AI Engineers (FDEs)
soham2710 profile

Why Top AI Companies Are Replacing Prompt Engineers with Forward Deployed AI Engineers (FDEs)

#ai #career #machinelearning #programming
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6 min read
Why Vector Similarity Search Is Not Semantic Search: Mathematical Foundations & Hybrid Architectures
soham2710 profile

Why Vector Similarity Search Is Not Semantic Search: Mathematical Foundations & Hybrid Architectures

#ai #datascience #machinelearning #python
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4 min read
Microservices vs Monolith for AI Systems: What We Learned Scaling Production Workflows
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Microservices vs Monolith for AI Systems: What We Learned Scaling Production Workflows

#architecture #ai #machinelearning #devops
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4 min read
Research Paper Deep Dive: Flash Attention 2 — Optimizing Transformer Attention
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Research Paper Deep Dive: Flash Attention 2 — Optimizing Transformer Attention

#ai #transformers #research #hardware
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3 min read
PyTorch Custom Dataset and DataLoader: __getitem__, __len__, collate_fn, and num_workers
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PyTorch Custom Dataset and DataLoader: __getitem__, __len__, collate_fn, and num_workers

#pytorch #python #deeplearning #datascience
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9 min read
Working with LLMs and Chat Models in LangChain: OpenAI, Anthropic, and Local Models via Ollama
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Working with LLMs and Chat Models in LangChain: OpenAI, Anthropic, and Local Models via Ollama

#langchain #python #ai #machinelearning
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7 min read
AI Agent Fundamentals: Decision-Making Loops, Tools, and Agentic vs. Procedural Reasoning
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AI Agent Fundamentals: Decision-Making Loops, Tools, and Agentic vs. Procedural Reasoning

#ai #agents #python #architecture
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2 min read
PyTorch Low-Level Primitives vs. Agent Framework Abstractions
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PyTorch Low-Level Primitives vs. Agent Framework Abstractions

#ai #python #machinelearning #architecture
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2 min read
How to Build Multi-Million Dollar AI Agents with Antigravity & MCP: From Consulting Reports to Production Software
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How to Build Multi-Million Dollar AI Agents with Antigravity & MCP: From Consulting Reports to Production Software

#ai #python #architecture #productivity
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7 min read
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