Atharv Jairath
Founding AI Engineer@Firi, Prev: Amazon | MS @ GeorgiaTech
South Delhi
4+ years of work experience
Jan 20251 yr 8 mosPresent
Bengaluru, Karnataka, India
0->1
LLMs, Multi Agent Search, Elasticsearch, LLM Eval
Aug 20231 yr 6 mosJan 2025
Bengaluru, Karnataka, India
• Successfully optimized model pipeline for 2X faster inference.
• Building a multi-region shoe segmentation model with HRnet backbone and custom decoder.
• Trained ensemble of EfficientNet + attention networks with final voting, achieving 91% TPR at 5%
FPR for Nike fake/real classification.
Feb 20236 mosJul 2023
Bengaluru, Karnataka, India
• Successfully identified key features strongly correlated with long-term user behavior among
new-to-Amazon customers.
• Developed accurate predictive models to forecast settlement probabilities.
• Implemented reinforcement learning to optimize incentive allocation within budget, achieving increased
customer settlement rates. The research paper on this work was published and presented at the
Amazon Machine Learning Conference (AMLC).
Jan 20233 mosMar 2023
Tokyo, Japan
• Created synthetic data using Blended-latent Diffusion to generate anomalies for improved accuracy of anomaly detection models.
• Investigated pose estimation on thermal images and the Segment anything Model (SAM) for improved object segmentation.
Feb 20221 yrJan 2023
Remote
Working on Grammer Error Correction using Transformers.
Atharv’s AI Stack
Education
Master of Science - MS, Computer Science
Georgia Institute of Technology
20242024
Bachelor of Technology - BTech, Computer Science
Guru Gobind Singh Indraprastha University
20194 yrs2023
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