2025
Started SWE
Joined SWE in June 2025 and built core coding and problem-solving skills.
My Journey to Data Science
Why I Chose This Path
I started in Software Engineering to build strong fundamentals, then discovered how data and machine learning can solve real-world problems at scale. My mission is to merge engineering discipline with data-driven intelligence.
Interactive Timeline
A focused progression from SWE foundations to DS career readiness.
2026
Exploring Data Science
Developing Python, statistics, and data analysis capability through projects.
2027
Specialization
Building ML projects, experimentation habits, and model evaluation depth.
2028
Industry / Research Goal
Aiming for internship or full-time DS/ML role with portfolio-backed impact.
Future Roadmap
2026
Python + Data Analysis
Build fluency in data wrangling, EDA, and insight communication.
2027
Machine Learning Projects
Create end-to-end ML solutions from data prep to evaluation.
2028
Internship / Job
Transition into industry with a polished, recruiter-ready portfolio.