← back to curriculum

certifications github ↗

phase 19

Capstone Projects

85 lessons · click any to read the docs

phase progress

0/ 85 lessons · 0%

Terminal Native Coding Agent

01-terminal-native-coding-agent

Rag Over Codebase

02-rag-over-codebase

Realtime Voice Assistant

03-realtime-voice-assistant

Multimodal Document Qa

04-multimodal-document-qa

Autonomous Research Agent

05-autonomous-research-agent

Devops Troubleshooting Agent

06-devops-troubleshooting-agent

End To End Fine Tuning Pipeline

07-end-to-end-fine-tuning-pipeline

Production Rag Chatbot

08-production-rag-chatbot

Code Migration Agent

09-code-migration-agent

Multi Agent Software Team

10-multi-agent-software-team

Llm Observability Dashboard

11-llm-observability-dashboard

Video Understanding Pipeline

12-video-understanding-pipeline

Mcp Server With Registry

13-mcp-server-with-registry

Speculative Decoding Server

14-speculative-decoding-server

Constitutional Safety Harness

15-constitutional-safety-harness

Github Issue To Pr Agent

16-github-issue-to-pr-agent

Personal Ai Tutor

17-personal-ai-tutor

Agent Harness Loop Contract

20-agent-harness-loop-contract

Tool Registry Schema Validation

21-tool-registry-schema-validation

Jsonrpc Stdio Transport

22-jsonrpc-stdio-transport

Function Call Dispatcher

23-function-call-dispatcher

Plan Execute Control Flow

24-plan-execute-control-flow

Verification Gates Observation Budget

25-verification-gates-observation-budget

Sandbox Runner Denylist

26-sandbox-runner-denylist

Eval Harness Fixture Tasks

27-eval-harness-fixture-tasks

Observability Otel Traces

28-observability-otel-traces

End To End Coding Task Demo

29-end-to-end-coding-task-demo

Bpe Tokenizer From Scratch

30-bpe-tokenizer-from-scratch

Tokenized Dataset Sliding Window

31-tokenized-dataset-sliding-window

Token Positional Embeddings

32-token-positional-embeddings

Multihead Self Attention

33-multihead-self-attention

Transformer Block

34-transformer-block

Gpt Model Assembly

35-gpt-model-assembly

Training Loop Eval

36-training-loop-eval

Loading Pretrained Weights

37-loading-pretrained-weights

Classifier Finetuning

38-classifier-finetuning

Instruction Tuning Sft

39-instruction-tuning-sft

Dpo From Scratch

40-dpo-from-scratch

41-eval-pipeline

Large Corpus Downloader

42-large-corpus-downloader

Hdf5 Tokenized Corpus

43-hdf5-tokenized-corpus

Cosine Lr Warmup

44-cosine-lr-warmup

Gradient Clipping Amp

45-gradient-clipping-amp

Gradient Accumulation

46-gradient-accumulation

Checkpoint Save Resume

47-checkpoint-save-resume

Distributed Fsdp Ddp

48-distributed-fsdp-ddp

Lm Eval Harness

49-lm-eval-harness

Hypothesis Generator

50-hypothesis-generator

Literature Retrieval

51-literature-retrieval

Experiment Runner

52-experiment-runner

Result Evaluator

53-result-evaluator

54-paper-writer

Iteration Scheduler

56-iteration-scheduler

End To End Research Demo

57-end-to-end-research-demo

Vision Encoder Patches

58-vision-encoder-patches

Vit Transformer

59-vit-transformer

Projection Layer Modality Align

60-projection-layer-modality-align

Cross Attention Fusion

61-cross-attention-fusion

Vision Language Pretraining

62-vision-language-pretraining

Multimodal Eval

63-multimodal-eval

Chunking Strategies Advanced

64-chunking-strategies-advanced

Hybrid Retrieval Bm25 Dense

65-hybrid-retrieval-bm25-dense

Reranker Cross Encoder

66-reranker-cross-encoder

Query Rewriting Hyde

67-query-rewriting-hyde

Rag Eval Precision Recall

68-rag-eval-precision-recall

End To End Rag System

69-end-to-end-rag-system

Task Spec Format

70-task-spec-format

Classical Metrics

71-classical-metrics

Code Exec Metric

72-code-exec-metric

Perplexity Calibration

73-perplexity-calibration

Leaderboard Aggregation

74-leaderboard-aggregation

End To End Eval Runner

75-end-to-end-eval-runner

Collective Ops From Scratch

76-collective-ops-from-scratch

Data Parallel Ddp

77-data-parallel-ddp

Zero Parameter Sharding

78-zero-parameter-sharding

Pipeline Parallel

79-pipeline-parallel

Checkpoint Sharded Resume

80-checkpoint-sharded-resume

End To End Distributed Train

81-end-to-end-distributed-train

Jailbreak Taxonomy

82-jailbreak-taxonomy

Prompt Injection Detector

83-prompt-injection-detector

Refusal Evaluation

84-refusal-evaluation

Content Classifier Integration

85-content-classifier-integration

Constitutional Rules Engine

86-constitutional-rules-engine

End To End Safety Gate

87-end-to-end-safety-gate