Saransh Mehta
AI ML Lead at GIST Impact
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolSaransh Mehta is an AI/ML lead with nine years of experience building production-grade NLP and generative AI systems, currently driving Conversational AI and RAG pipelines. He has shipped end-to-end services at Oracle—including a cloud NER service with MLOps, Kubernetes deployments, and two filed patents for GPU inference and hierarchical NER—and now leads AI work at GIST Impact. His technical breadth spans LLM fine-tuning with LoRA, agent/tool-based LLMs, vector search (FAISS), embeddings, synthetic image generation with Stable Diffusion, and practical CI/CD for ML. Saransh also open-sourced a multitask NLP toolkit and co-authored a Deep Learning book, reflecting both engineering and teaching instincts. A detail that sets him apart: he has applied adapter-based multilingual strategies and self-supervised triplet loss to preserve cross-lingual performance and improve embedding clustering for intent discovery.
9 years of coding experience
6 years of employment as a software developer
B.Tech Electronics and telecommunication, B.Tech Electronics and telecommunication at National Institute of Technology Raipur
Stackoverflow
1reputation
0reached
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Github Skills (26)
sequence-labeling10
infer10
intent-classification10
named-entity-recognition9
transformers9
pytorch9
python9
machine-learning9
ranking9
nlp9
deep-learning8
natural-language-processing8
tensorflow8
data-science8
bert7
Programming languages (2)
Github contributions (5)
hellohaptik/multi-task-NLP
Mar 2020 - Aug 2020
multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.
Contributions:74 commits, 2 PRs, 39 pushes in 4 months
context-awarenessinferbertintent-classificationnlp-datasets
saransh-mehta/Face_expression_Recognizer_CNN
Sep 2017 - Sep 2018
Contributions:2 pushes, 1 branch in 11 months
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