Sayanti Bagchi
GenAI & Data| Principal Applied Scientist (IC4)-Oracle OCI | Ex-Deloitte |Generative AI |Python|2x AWS Certified|
- Role
- Principal Member of Technical Staff(Ic4) at Oracle
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Sayanti Bagchi
Overall, 7.3 Years of experience in data engineering, cloud native development, Artificial intelligence with hands on experience on Generative AI, Lang chain, advanced RAG s, RAG triad, Evaluation framework,vector db, natural language processing, sampling techniques, prompt engineering, advance custom retrieval techniques, ranking techniques(RRF, BM25). Conversant with language model architecture, model graded evaluation, different at- tention mechanism, inference optimization, Different fine-tuning techniques,evaluation metrics, deep learning, prompt tuning, model distillation, speculative decoding.AI Models UsedGPT-3.5-turbo-16k, GPT-3.5-turbo-instruct, GPT4-32K, GPT4- turbo, Claude v2.1, Llama2, Llama3, Mistral7binstruct, Mis- tral8*7binstruct, Text-Embedding-ada-002, Text-Embedding-3- large, Text-Embedding-3-small, Embed-English-v3
Experience
Principal Member of Technical Staff(Ic4)
Aug 2024 — Present
Education
B.P. Poddar Institute Of Management and Technology
Bachelor of Technology - BTech, Electrical, Electronics and Communications Engineering
2012 — 2016
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