sadkiratsingh / problem-solving-gym

This is my competitive programming repository. It contains solutions to various problems on portals like hackerrank, leetcode, geeksforgeeks, etc.

Hi there 👋

I have been implementing R&D of complex AI projects involving NLP/NLU/NLG, knowledge graphs, knowledge representation having gathered 2+ years of experience in the Industry.

✅ Working with various LLM models(text-embedding-ada-002, davinci, gpt-3.5, gpt-4 etc.) and libraries provided by OpenAI to help in NLP/NLG, document search tasks.

✅ Working on exploring integration of LLMs with knowledge bases using frameworks like langchain to make LLMs more context-aware.

✅ Working on preprocessing of products data involving understanding data patterns, constructing data cleaning/wrangling/aggregation pipelines to create product catalogues on eCommerce stores like magento.

✅ Worked with multiple collaborative knowledge bases like wikibase, wikidata, mediawiki, wikipedia.

✅ Worked with multiple ontology management tools/libraries like protege, owlready, JENA etc.

✅ Worked with large structured and unstructured and performed data processing using tools such as OpenRefine.

✅ Used Data manipulation and analysis libraries such as Pandas, NumPy etc.

✅ Familiar with various semantic web languages like OWL, RDFS etc.

✅ Worked on multiple projects and made contribution using Python and JS frameworks like FastAPI, Flask, Node, Express etc.

✅ Working on multiple kinds of databases: SQL, NoSQL, Graph, Vector, RDF stores.