Keertika P.
Junior Python AI Developer
Open to offersNew to PlatformAbout
Keertika P. is a driven Python Developer with extensive experience in building AI-based systems, specifically utilizing Retrieval-Augmented Generation (RAG) technologies. She has demonstrated expertise in Natural Language Processing (NLP), Embedding techniques, and vector databases such as FAISS. Keertika is proficient in designing document processing pipelines and semantic search systems, vital for handling large data sets and improving context retrieval. Currently, she is enhancing her skills in LLM integration and developing end-to-end AI applications. Her academic foundation includes a Master of Computer Applications in progress at Lovely Professional University and a Bachelor of Education and Science from Barkatullah University. Keertika continues to grow her knowledge in advanced AI system designs and seeks dynamic roles in AI/ML and Python development.
Experience
Python Developer
nullBuilt a document preprocessing and text chunking pipeline for large text data management. Generated embeddings using transformer-based models to enhance semantic understanding. Developed a vector database utilizing FAISS for efficient similarity search, establishing a foundation for the semantic retrieval of relevant document chunks. Designed the architecture for a query-to-context retrieval workflow and is currently integrating the retrieval pipeline with LLM for context-aware answer generation.
Skills & Expertise
Education
- Bachelor of EducationBarkatullah University · 2020 — 2022
- Bachelor of ScienceBarkatullah University · 2017 — 2020
- Master of Computer Applications - PursuingLovely Professional University
Interested in this professional?
Sign in as an employer to save this profile or invite Keertika P. to a job.
Sign in as an employer