Journey of 2025

At the end of the year, I wrote this so that one can get a summary what have I mainly done throughout the year on monthly basis. I haven’t mentioned all the moments from the Journal only whom I found important.

January

Keywords: BERT, Keras 3, HF Transformer, Fine-tuning, LaTeX, Journal Summarizer, LaTex, Resume, Hockey

Summary

Explored finetuning the BERT models with PyTorch and HuggingFace Transformer libraries with efficient methods like PEFT, LORA, etc.
Created the Journal Summarizer in Marimo for this diary repo.
Worked with LaTeX and related tools to create a pipeline for resume management.
Got interested in Hockey (from Hockey India League) and created a web scraping project which scrapes HIL matches data from the official website.

February

Keywords: Kaggle Courses, Reels, AI Agent, Job Applier Agent, Browser Use, Kunkun

Summary

After reading the journal I just came to know that I scrolled REELS for procrastination :WoOoW:
Meet with @Sagar for a Job Applier AI Agent with Browser Use.
Enrolled in Agents Course by Hugging Face and Intro to LanGraph by LangChain.
Contributed in Kunkun project but now there is almost no development ongoing.

March

Keywords: Coding Hero, LangGraph Studio, RAG, unsloth-ai, Opik

Summary

Learning LLM Agents creation with LangGraph also learning related concept like RAG, few-shot-prompting, etc.
Came to know about unsloth-ai for easy and efficient LLM finetuning.
Contacted with LeapX.ai and restart the work with them but the split happened.

April

Keywords: Rust for ML, RSS, Folo, Post Generator, Cousin Wedding

Summary

Explored Rust ecosystem for Data Science and ML.
Found Folo app for RSS Feed reader.
Worked on new idea by @Aditya Post Generator for Linkedin but dumped.
Took break for cousin wedding.

May

Keywords: spotyhive, ty, College

Summary

Created a program to fetch and store my Spotify Data like Playlist and Album data.
ty: new Python type checker by Astral.
Got busy in finding College after passing 12th.