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Akhilesh

Just a guy who enjoys building stuff and trying out new ideas.

Location Pune Joined Joined on  Email address infinityy2501@gmail.com Personal website https://akhilesh.pages.dev/ github website
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Writing Debut
98. RAG: Give Your AI Access to Your Documents
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98. RAG: Give Your AI Access to Your Documents

#ai #productivity #beginners #python
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11 min read

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97. Embeddings and Vector Search: Semantic Search That Works
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97. Embeddings and Vector Search: Semantic Search That Works

#ai #programming #productivity #beginners
Comments
11 min read
96. LoRA: Fine-Tune a Billion-Parameter Model on a Laptop
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96. LoRA: Fine-Tune a Billion-Parameter Model on a Laptop

#ai #productivity #beginners #python
2
Comments
10 min read
95. Fine-Tuning LLMs: Make a General Model Do Your Specific Job
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95. Fine-Tuning LLMs: Make a General Model Do Your Specific Job

#ai #productivity #beginners #python
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10 min read
94. HuggingFace: Your Library for Every Pretrained Model
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94. HuggingFace: Your Library for Every Pretrained Model

#ai #productivity #beginners #huggingface
Comments
10 min read
93. GPT: The Model That Predicts the Next Word Forever
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93. GPT: The Model That Predicts the Next Word Forever

#ai #productivity #beginners #python
Comments
11 min read
92. BERT: The Model That Reads in Both Directions
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92. BERT: The Model That Reads in Both Directions

#ai #programming #productivity #beginners
Comments
10 min read
The AI That Manages Its Own Memory: Why Recursive Language Models Are the Next Big Shift in AI
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The AI That Manages Its Own Memory: Why Recursive Language Models Are the Next Big Shift in AI

#contextmanagement #recursivelanguagemodels #airesearch #llmagents
Comments
10 min read
90. Phase 8 Capstone: Build a Full AI Application
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90. Phase 8 Capstone: Build a Full AI Application

#ai #productivity #beginners #aiapp
Comments
10 min read
89. The Claude API: Building with Anthropic's Models
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89. The Claude API: Building with Anthropic's Models

#ai #productivity #beginners #python
Comments
9 min read
88. The OpenAI API: Everything You Can Build
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88. The OpenAI API: Everything You Can Build

#ai #productivity #python #beginners
1
Comments
9 min read
91. The Transformer Architecture: The Invention That Changed AI
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91. The Transformer Architecture: The Invention That Changed AI

#ai #transformer #productivity #beginners
Comments
10 min read
87. Build a Chatbot: From Zero to Working AI Assistant
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87. Build a Chatbot: From Zero to Working AI Assistant

#ai #productivity #programming #beginners
Comments
10 min read
86. RAG: Giving Language Models Long-Term Memory
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86. RAG: Giving Language Models Long-Term Memory

#ai #productivity #beginners #python
Comments
7 min read
85. Embeddings and Vector Search: Memory for Language Models
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85. Embeddings and Vector Search: Memory for Language Models

#ai #productivity #beginners #python
Comments
8 min read
I evaluated my self-trained LLM what 31% accuracy actually means
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I evaluated my self-trained LLM what 31% accuracy actually means

#ai #sideprojects #productivity #beginners
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2 min read
84. Fine-Tuning LLMs: Teaching Giants New Tricks
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84. Fine-Tuning LLMs: Teaching Giants New Tricks

#llm #ai #beginners #productivity
Comments
8 min read
83. HuggingFace: Your Library for Every Pretrained Model
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83. HuggingFace: Your Library for Every Pretrained Model

#ai #productivity #beginners #python
Comments
8 min read
82. GPT: The Art of Predicting the Next Word
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82. GPT: The Art of Predicting the Next Word

#ai #productivity #python #beginners
Comments
9 min read
81. BERT: Understanding Language Deeply
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81. BERT: Understanding Language Deeply

#ai #programming #beginners #python
3
Comments
8 min read
80. The Transformer: The Architecture That Changed Everything
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80. The Transformer: The Architecture That Changed Everything

#ai #productivity #beginners #python
1
Comments
9 min read
79. The Attention Mechanism: Focus on Important Parts
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79. The Attention Mechanism: Focus on Important Parts

#ai #beginners #learning
Comments
9 min read
78. Word Embeddings: Words as Numbers That Actually Mean Something
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78. Word Embeddings: Words as Numbers That Actually Mean Something

#ai #productivity #beginners #python
Comments
7 min read
70. Hyperparameter Tuning: Finding the Best Settings.
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70. Hyperparameter Tuning: Finding the Best Settings.

#ai #programming #python #beginners
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10 min read
69. Feature Engineering: Building Better Inputs
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69. Feature Engineering: Building Better Inputs

#ai #programming #productivity #tutorial
1
Comments
10 min read
68. PCA: Shrinking Data Without Losing Information
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68. PCA: Shrinking Data Without Losing Information

#ai #productivity #beginners #python
1
Comments
9 min read
67. DBSCAN: Clustering That Handles Messy Data
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67. DBSCAN: Clustering That Handles Messy Data

#ai #productivity #beginners #python
1
Comments
9 min read
66. K-Means Clustering: Find Groups Without Labels
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66. K-Means Clustering: Find Groups Without Labels

#ai #productivity #beginners #python
2
Comments
9 min read
65. ROC Curves and AUC: Comparing Models Fairly
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65. ROC Curves and AUC: Comparing Models Fairly

#ai #python #beginners #productivity
1
Comments
10 min read
64. Precision and Recall: Beyond Accuracy
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64. Precision and Recall: Beyond Accuracy

#ai #productivity #beginners #python
1
Comments
9 min read
63. Confusion Matrix: What Your Model Got Wrong and Why
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63. Confusion Matrix: What Your Model Got Wrong and Why

#ai #beginners #python #programming
1
Comments
9 min read
62. Naive Bayes: Fast, Simple, Surprisingly Effective
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62. Naive Bayes: Fast, Simple, Surprisingly Effective

#ai #productivity #beginners #python
1
Comments
9 min read
61. K-Nearest Neighbors: Judge by Your Company
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61. K-Nearest Neighbors: Judge by Your Company

#ai #programming #python #beginners
1
Comments
9 min read
60. Support Vector Machines: Drawing the Perfect Boundary
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60. Support Vector Machines: Drawing the Perfect Boundary

#ai #programming #beginners #python
1
Comments
8 min read
59. XGBoost: The Algorithm That Wins Competitions
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59. XGBoost: The Algorithm That Wins Competitions

#ai #programming #productivity #python
3
Comments
8 min read
58. Random Forest: Why One Tree Isn't Enough
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58. Random Forest: Why One Tree Isn't Enough

#ai #programming #productivity #beginners
1
Comments
8 min read
The Open Source AI Model That Actually Surprised Me

Gemma 4 Challenge: Write about Gemma 4 Submission
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The Open Source AI Model That Actually Surprised Me

#devchallenge #gemmachallenge #gemma
Comments
5 min read
Building a RAG pipeline without OpenAI
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Building a RAG pipeline without OpenAI

#mlproject #ai #beginners #python
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2 min read
57. Decision Trees: The AI That Plays 20 Questions
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57. Decision Trees: The AI That Plays 20 Questions

#ai #programming #beginners #python
2
Comments
8 min read
56. Logistic Regression: Classification With a Probability
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56. Logistic Regression: Classification With a Probability

#ai #programming #productivity #python
Comments
8 min read
55. Multiple Regression: More Features, More Power (And More Ways to Break Things)
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55. Multiple Regression: More Features, More Power (And More Ways to Break Things)

#ai #programming #beginners #python
Comments
7 min read
54. Linear Regression: Predicting Numbers From Patterns
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54. Linear Regression: Predicting Numbers From Patterns

#ai #programming #productivity #beginners
Comments
7 min read
I trained my own LLM and published it on HuggingFace
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I trained my own LLM and published it on HuggingFace

#sideprojects #ai #machinelearning #finetuning
Comments
2 min read
53. Overfitting: When Your Model Is Too Good at Being Wrong
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53. Overfitting: When Your Model Is Too Good at Being Wrong

#ai #productivity #beginners #machinelearning
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7 min read
52. The Rule That Prevents You From Cheating Your Own Model
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52. The Rule That Prevents You From Cheating Your Own Model

#ai #programming #productivity #beginners
1
Comments
7 min read
How I built a medical dataset pipeline for LLM fine-tuning
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How I built a medical dataset pipeline for LLM fine-tuning

#ai #productivity #beginners #python
Comments
2 min read
51. What Machine Learning Actually Is (No Hype)
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51. What Machine Learning Actually Is (No Hype)

#ai #programming #productivity #python
Comments
6 min read
50. Virtual Environments: Why Your Projects Keep Breaking Each Other
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50. Virtual Environments: Why Your Projects Keep Breaking Each Other

#ai #programming #productivity #beginners
Comments
6 min read
49. Google Colab: Free GPUs in Your Browser
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49. Google Colab: Free GPUs in Your Browser

#ai #programming #productivity #python
Comments
7 min read
Jupyter Notebooks: Where Data Science Actually Happens
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Jupyter Notebooks: Where Data Science Actually Happens

#ai #jupyter #productivity #beginners
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7 min read
GitHub: Put Your Work Where Anyone Can See It
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GitHub: Put Your Work Where Anyone Can See It

#git #github #ai #beginners
Comments
7 min read
Setting up my ML environment from scratch: MedMind
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Setting up my ML environment from scratch: MedMind

#ai #productivity #beginners #python
Comments
2 min read
Git: Version Control For People Who've Lost Code Before
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Git: Version Control For People Who've Lost Code Before

#git #github #ai #beginners
Comments
7 min read
Python Meets SQL: Pandas and Databases Together
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Python Meets SQL: Pandas and Databases Together

#ai #programming #productivity #python
Comments
7 min read
Window Functions: SQL's Most Powerful Feature Nobody Uses
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Window Functions: SQL's Most Powerful Feature Nobody Uses

#ai #programming #productivity #beginners
1
Comments
8 min read
Subqueries and CTEs: SQL Gets Readable
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Subqueries and CTEs: SQL Gets Readable

#sql #database #ai #beginners
Comments
6 min read
The Most Underrated Announcement at Google Cloud NEXT '26 Nobody Is Talking About

Google Cloud NEXT '26 Challenge Submission
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The Most Underrated Announcement at Google Cloud NEXT '26 Nobody Is Talking About

#devchallenge #cloudnextchallenge #googlecloud
3
Comments
6 min read
Joins: Combining Tables Without Losing Your Mind
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Joins: Combining Tables Without Losing Your Mind

#sql #ai #beginners #python
Comments
8 min read
Aggregations: Counting, Summing, and Averaging Your Data
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Aggregations: Counting, Summing, and Averaging Your Data

#sql #ai #beginners #python
Comments
7 min read
SQL Basics: Talking to a Database for the First Time
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SQL Basics: Talking to a Database for the First Time

#beginners #database #sql #ai
Comments
7 min read
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