Shambhavi Kashyap

Open to

Bangalore · Delhi · Hyderabad · Pune · Gurgaon · Noida · Mumbai

Work style

onsite, hybrid, remote

Contact details — on requestProof of Work — on request

Experience

Specialist Programmer L2

Infosys Limited · Jul 2024 – Mar 2026

Not yet confirmed

Fine-tuned DistilBERT and ROBERTa classifiers for toxicity detection and prompt injection, reducing false positives from 18% to 4% and improving prompt injection precision from 71% to 89%.
Built a multi-stage moderation pipeline as FastAPI middleware; parallelized checks with asyncio.gather() and added Redis caching, cutting latency from 800ms to 180ms.
Designed and documented 10+ RESTful FastAPI endpoints (Swagger) for Deepfake forensic detection and Romanised prompt transliteration, enabling integration across 3 cross-functional teams.
Tech Stack: FastAPI, MongoDB, Python, LLMs, HuggingFace Transformers, PyTorch, Redis

Skills 0 proven through work

Also works with

AI Model ConfigurationModel Metric Selection & InterpretationApplication Performance OptimizationRedis Cache ImplementationAsynchronous ProgrammingAPI IntegrationAI Pipeline DevelopmentMiddleware IntegrationFastAPI DevelopmentModel Training ExecutionSynthetic Data GenerationTraining Data CreationLLM Output Verification and ValidationModel Fine-TuningTransformer Architecture UnderstandingAI Model TestingLarge Language Model DevelopmentContent Moderation System Development

Proof of Work

Shambhavi shares this with people who ask. You'll hear back either way.

Education

Bachelors of Technology, Electrical and Electronics Engineering

Indian Institute of Technology, Patna · 2020 — 2024

Senior Secondary Education, Senior Secondary Education

The Earth Public School Patna, Bihar · 2018 — 2020

Secondary Education, Secondary Education

Patliputra Central School Patna, Bihar · 2014 — 2018

Links

linkedin.com/in/shambhavi-kashyap

Contact details

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