At CredX, I designed and shipped REST APIs for an NLP resume-parsing engine and a BERT-driven semantic job-matching system used by live customers. I also applied LLM-assisted parsing and prompt engineering to improve structured field extraction.
For CredXHire, I built a hiring platform that processed 10,000+ resumes and matched candidates to jobs using BERT embeddings and cosine similarity, reaching 90% matching accuracy. I also created APIs for resume analysis and recommendations, with LLM-based summaries.
I built an open-source semantic caching library that uses Pinecone, Sentence-Transformers, and RapidFuzz to reduce redundant LLM token spend. At Lsoys Games and Development, I shipped Android applications with on-device ML features, and led an engineering training program for 40 students.
