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Priyesh Dave

3x Patent Inventor | Lead AI Engineer | Tech Speaker | Enterprise AI & GenAI Systems | NLP | Knowledge Graphs | AI-MLOps | GCP & AWS

Location Bengaluru Joined Joined on  Personal website https://beyond-the-prompts--priyeshdave6.replit.app/ github website

Education

Bachelors of Engineers - Information Technology

Pronouns

He/Him

Work

American Express

Day 11: Why One-Hot Encoding Fails: The Case for Embeddings
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Day 11: Why One-Hot Encoding Fails: The Case for Embeddings

#ai #nlp #genai #100daysofcode
1
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3 min read
Day 10: Evaluation Metrics for NLP: Precision, Recall, F1, Confusion Matrix
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Day 10: Evaluation Metrics for NLP: Precision, Recall, F1, Confusion Matrix

#ai #nlp #genai #100daysofcode
1
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5 min read
Vector, Graph, or SQL? What Actually Works for Production AI Agent Memory
priyeshdave6 profile

Vector, Graph, or SQL? What Actually Works for Production AI Agent Memory

#ai #agenticai #machinelearning #llm
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6 min read
Day 9: Text Classification with Naive Bayes and Logistic Regression
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Day 9: Text Classification with Naive Bayes and Logistic Regression

#ai #nlp #genai #100daysofcode
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6 min read
Day 8: Named Entity Recognition (NER) Fundamentals
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Day 8: Named Entity Recognition (NER) Fundamentals

#ai #nlp #genai #100daysofcode
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5 min read
Day 8: Named Entity Recognition (NER) Fundamentals
priyeshdave6 profile

Day 8: Named Entity Recognition (NER) Fundamentals

#ai #nlp #genai #100daysofcode
Comments
5 min read
Day 8: Named Entity Recognition (NER) Fundamentals
priyeshdave6 profile

Day 8: Named Entity Recognition (NER) Fundamentals

#ai #nlp #genai #100daysofcode
Comments
5 min read
Agent Memory Benchmarks: Why More Memory Isn't Necessarily Better for Agentic AI
priyeshdave6 profile

Agent Memory Benchmarks: Why More Memory Isn't Necessarily Better for Agentic AI

#ai #agenticai #machinelearning #llm
Comments 2
4 min read
Automating Enterprise Sales With Salesgraph: Real ROI, Real Failure Cases
priyeshdave6 profile

Automating Enterprise Sales With Salesgraph: Real ROI, Real Failure Cases

#ai #agenticai #machinelearning #llm
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5 min read
Day 7: Part-of-Speech Tagging
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Day 7: Part-of-Speech Tagging

#ai #nlp #genai #100daysofcode
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4 min read
LangGraph vs CrewAI vs AutoGen: 107 Real Data Engineering Tasks at Scale
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LangGraph vs CrewAI vs AutoGen: 107 Real Data Engineering Tasks at Scale

#ai #agenticai #machinelearning #llm
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5 min read
Day 6: N-Grams and Statistical Language Modeling
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Day 6: N-Grams and Statistical Language Modeling

#ai #nlp #genai #100daysofcode
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4 min read
Day 5: TF-IDF Explained and Implemented from Scratch
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Day 5: TF-IDF Explained and Implemented from Scratch

#ai #nlp #genai #100daysofcode
1
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5 min read
Why We Ditched Vectors and Graphs for SQL in Agent Memory Systems
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Why We Ditched Vectors and Graphs for SQL in Agent Memory Systems

#ai #agenticai #machinelearning #llm
1
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4 min read
Day 4: Bag-of-Words and Text Vectorization
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Day 4: Bag-of-Words and Text Vectorization

#ai #nlp #genai #100daysofcode
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4 min read
Stop Trusting Text-Only Agent Leaderboards: Lessons from Cua-Bench and Factorio
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Stop Trusting Text-Only Agent Leaderboards: Lessons from Cua-Bench and Factorio

#ai #agenticai #machinelearning #llm
Comments 1
4 min read
Day 3: Stopwords, Stemming, and Lemmatization
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Day 3: Stopwords, Stemming, and Lemmatization

#ai #nlp #genai #100daysofcode
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4 min read
Day 2: Text Preprocessing: Tokenization and Normalization
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Day 2: Text Preprocessing: Tokenization and Normalization

#ai #nlp #genai #100daysofcode
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3 min read
Day 1: What Is NLP? A Practical Introduction for Engineers
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Day 1: What Is NLP? A Practical Introduction for Engineers

#ai #nlp #genai #100daysofcode
1
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3 min read
CI/CD for Agentic AI: Freezing Production Failures Into Hermetic Regression Tests With Tracely-ai
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CI/CD for Agentic AI: Freezing Production Failures Into Hermetic Regression Tests With Tracely-ai

#ai #agenticai #machinelearning #llm
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5 min read
Everyone's Trying Vectors and Graphs for AI Memory. We Went Back to SQL.
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Everyone's Trying Vectors and Graphs for AI Memory. We Went Back to SQL.

#ai #agenticai #machinelearning #llm
Comments 1
4 min read
Tracely: Turning Real Production Agent Failures into Hermetic Regression Tests
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Tracely: Turning Real Production Agent Failures into Hermetic Regression Tests

#ai #agenticai #machinelearning #llm
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4 min read
Dissecting GlobalCart Operations Agent: Routing, Costs, and Where It Breaks
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Dissecting GlobalCart Operations Agent: Routing, Costs, and Where It Breaks

#ai #agenticai #machinelearning #llm
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4 min read
Agent Frameworks in the Real World: 107 Task Bakeoff of LangGraph, CrewAI, and AutoGen
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Agent Frameworks in the Real World: 107 Task Bakeoff of LangGraph, CrewAI, and AutoGen

#ai #agenticai #machinelearning #llm
Comments 1
5 min read
Agent Frameworks in the Real World: 107 Task Bakeoff of LangGraph, CrewAI, and AutoGen
priyeshdave6 profile

Agent Frameworks in the Real World: 107 Task Bakeoff of LangGraph, CrewAI, and AutoGen

#ai #agenticai #machinelearning #llm
Comments
5 min read
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