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NJ
Neha J.
ML Engineer | Exp. 6.3 years
Google
IIIT
Professional Summary
Senior ML Engineer with deep experience in training and fine-tuning large language models. Built production ML pipelines processing millions of requests daily at Google. Expert in model optimization and distributed training systems.
Skills & Technologies
| Skill / Technology | Experience |
|---|---|
| PyTorch | 5 years |
| TensorFlow | 6 years |
| Transformers | 3 years |
| MLflow | 3 years |
| Kubernetes | 4 years |
| Skill / Technology | Experience |
|---|---|
| Python | 6 years |
| Hugging Face | 3 years |
| CUDA | 4 years |
| Distributed Training | 3 years |
| Model Optimization | 4 years |
Competency Radar
Major Projects
LLM Fine-tuning Platform
Architected a platform for fine-tuning LLMs on custom enterprise data with RLHF. Reduced training costs by 60% through efficient distributed training strategies.
Real-time Recommendation Engine
Built a transformer-based recommendation system serving 100M+ users with sub-50ms latency.
Multilingual NLP Pipeline
Developed a multilingual text classification and entity extraction system supporting 12 languages for a global e-commerce platform.
Work History
Senior ML Engineer
Google
2021 - Present
ML Engineer
Amazon
2019 - 2021
Data Scientist
Flipkart
2017 - 2019
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