Asim Poudel

[Asim Poudel @Asimmmm06]

#LSPPDay51
Today, I reiewed PineCone vector databases:
- Understand Pinecone concepts: indexes, namespaces, vectors, metadata, sparse-dense hybrid
- Learned about semantic and hybrid searches
@lftechnology
#60DaysOfLearning2026 #LearningWithLeapfrog

[Asim Poudel @Asimmmm06]

#LSPPDay50
Today, I learned fine-tuning LLM model:
- Explored unsloth module
- Learned about LoRA and QLoRA
Today's was mostly theory and very less implementation.
@lftechnology
#60DaysOfLearning2026 #LearningWithLeapfrog

[Asim Poudel @Asimmmm06]

#LSPPDay49
Today, I explored transformer module:
-Run local model using transformers pipeline
-Inference API
@lftechnology
#60DaysOfLearning2026 #LearningWithLeapfrog

[Asim Poudel @Asimmmm06]

#LSPPDay48
Today, I explored Hugging Face Ecosystem:
- Generate access token
- Understand models, datasets, spaces
- filter by task
@lftechnology
#60DaysOfLearning2026 #LearningWithLeapfrog

[Asim Poudel @Asimmmm06]

#LSPPDay47
Today, I
- Built an AI tool that reads a CSV
- Turns a plain English question into working code
- reads the error and fixes itself
@lftechnology
#60DaysOfLearning2026 #LearningWithLeapfrog

[Asim Poudel @Asimmmm06]

#LSPPDay46
Today, I
-Wired up LLM to turn plain-English questions into pandas code automatically
-Implemented a self-healing retry loop
@lftechnology #60DaysOfLearning2026 #LearningWithLeapfrog

[Asim Poudel @Asimmmm06]

#LSPPDay45
Today, I explored RAG with react native:
- learned how RAG enhances AI applications by retrieving relevant information before generating responses, making outputs more accurate and context-aware.
@lftechnology
#LearningWithLeapfrog #60DaysOfLearning2026

[Asim Poudel @Asimmmm06]

#LSPPDay44
Today I learned fastAPI:
- performed unit testing using Pydantic
- run test with coverage using Pytest-cov
@lftechnology
#60DaysOfLearning2026 #LearningWithLeapfrog

[Asim Poudel @Asimmmm06]

#LSPPDay43
Today I learned more on latency optimization:
-Build async API calls
-Understand caching strategies
-Implement embedding caching
@lftechnology
#60DaysOfLearning2026 #LearningWithLeapfrog

[Asim Poudel @Asimmmm06]

#LSPPDay42
Today I learned latency optimization:
-Understand latency sources
-Implement streaming
-Learn about async Python: asyncio, async/await
@lftechnology
#60DaysOfLearning2026 #LearningWithLeapfrog

[Asim Poudel @Asimmmm06]

#LSPPDay41
Today, I learned more on improving reliability:
- Learned about Guardrails AI library
- Implemented content safety check
- Build a rate limiter
@lftechnology
#60DaysOfLearning2026 #LearningWithLeapfrog

[Asim Poudel @Asimmmm06]

#LSPPDay40
Today, I learned improving reliability of LLM:
-Input and output Validation
-Implement schema validation using Pydantic
-Build a retry-with-correction loop
@lftechnology
#60DaysOfLearning2026 #LearningWithLeapfrog

[Asim Poudel @Asimmmm06]

#LSPPDay39
Today I rather focused on my minor project, EdumentX a tutor finder application:
- Designed the system architecture
- Explored Supabase Postgis
- Learned about Openstreetsmap API for map integration
@lftechnology
#60DaysOfLearning2026 #LearningWithLeapfrog

[Asim Poudel @Asimmmm06]

#LSPPDay38
Today, I learned to trace the system:
-Set up LangSmith
-INstrumented PDF chatbot with LangSmith tracing
-Understand trace hierarchy
@lftechnology
#60DaysOfLearning2026 #LearningWithLeapfrog

[Asim Poudel @Asimmmm06]

#LSPPDay37
Today, I focused more on evaluation of LLM:
- Built custom eval metric
- Understand G-eval
- Implement hallucination detector
@lftechnology #60DaysOfLearning2026 #LearningWithLeapfrog

[Asim Poudel @Asimmmm06]

#LSPPDay36
Today, I used AI to evaluate AI:
- LLM as a judge
- bias in LLM-as-judge
-Learn to design rubrics that minimize judge bias
-Implement pairwise comparison
@lftechnology
#60DaysOfLearning2026 #LearningWithLeapfrog

[Asim Poudel @Asimmmm06]

#LSPPDay35
Today, i learned RAGAS evaluation framework:
- Generated a golden dataset: question, answer, contexts, ground_truth
- Implemented RAGAS — faithfulness, relevancy, precision, recall
@lftechnology #60daysoflearning2026 #LearningWithLeapfrog

[Asim Poudel @Asimmmm06]

#LSPPDay34
Today, I learned evals for RAG systems:
- Learned the 3 eval levels: unit, integration, human eval
- Learned faithfulness: a correct answer isn't always a grounded one
- Intro to RAGAS
- Understand precision

[Asim Poudel @Asimmmm06]

#LSPPDay33
Today, I built agent advance research agent:
- Implemented 6 tools
- Added a planning step where agent first plans then begins the research
- agent reviews its own output(review step)
@lftechnology
#60DaysofLearning2026 #LearningWithLeapfrog #LangGraph

[Asim Poudel @Asimmmm06]

#LSPPDay32
Today, I revised the Week 4 of my AI engineering journey:
- Implemented tools and ReAct pattern
- Built an agent using LangGraph
- Learned BeautifulSoup to parse HTML elements
@lftechnology
#60DaysofLearning2026 #LearningWithLeapfrog #LangGraph