Dipawesh P.
NLP, ML, SE @ Oracle FDIP
- Role
- Data Science at Oracle
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Dipawesh P.
An IIT Computer Science graduate with over 8 years of experience in design and development of scalable, distributed, robust and reliable production grade NLP, ML and DL applications. Possess in depth understanding of Data Science algorithms and have solid grip on data structures, algorithms and system design concepts. Have three patents and a publication at reputed conference.
Experience
Data Science
May 2024 — Present · Bengaluru, IN
LLM Inference optimisations : Triton Inference Server, vLLM, Quantisation, KV caching, ONNX, intel openVino, TRT-LLM- Improving retrieval precision and recall through LLM based RAG- Evaluation of LLMs(pre-trained/ in-house compiled with speed optimisations) for in-house use cases:Generation of test samples- Led the design, development, and productization of an intelligent chatbot leveraging recent advancements in Generative AI to support internal use cases such as navigating dashboards and KPIs, responding to customer queries on Oracle’s FDIP platform, and interpreting internal content and warehouse metadata. The chatbot adapts to evolving platform documentation by dynamically handling release-over-release enhancements and feature updates, while ensuring source-cited, traceable responses.
Education
Indian Institute of Technology, Patna
Master of Technology - MTech, Computer Science
Zhulal Bhilajirao Patil College
HSC, Science
Jai Hind High School Dhule
SSC
University of Mumbai
Bachelor of Engineering - BE, Computer Engineering
Indian Institute of Technology, Bombay
Doctor of Philosophy - PhD, Computer Science
Skills
- Operating Systems
- Jackson
- Clustering
- Stemming
- Java
- Text Classification
- Apache Jena Framework
- Eclipse
- Microsoft Office
- Sql
- Feature Extraction
- Python
- Latex
- Algorithms
- Apache Open Nlp
- Microsoft Excel
- Wordnet
- Rdf
- Rational Rose Enterprise Edition
- Numpy
- Machine Learning
- Data Structures
- Html
- Matplotlib
- Matlab
- Weka
- Multi Class Classification
- Overleaf
- Ubuntu
- Stanford Corenlp
- Image Processing
- Pattern Recognition
- Serialization
- Computer Science
- Semantic Web
- Parsing
- C
- Word2vec
- Feature Selection
- Natural Language Processing
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