Abhishek Tarun

Developed time series models using PatchTST to forecast user presence 3 and 5 days ahead, addressing the challenge of failed last-mile deliveries. Achieved 9% higher precision over the baseline PatchTST model through advanced hyperparameter tuning and model configuration optimizations. Benchmarked performance against 2 in-house models (Time-Shift & Iterative Transformers), achieving faster training with competitive accuracy and precision.

Created and maintained detailed inventory databases for company hardware using SQL and Excel, streamlining asset tracking and lifecycle management. Mapped and documented internal server and network connections using Docusnap, enhancing infrastructure transparency and supporting more efficient troubleshooting and planning. Performed routine software updates and assisted with system maintenance to ensure operational reliability and security compliance.