At HireQuotient, I built and operate an AI SDR voice agent on Twilio ConversationRelay, with a real-time speech-to-text, LLM, and text-to-speech pipeline for recruiting calls. I also hardened its telephony call flows and added orchestration for outbound campaigns.
I designed and shipped an MCP server that lets Claude use the EasySource recruiting platform conversationally. I also fine-tuned Qwen2.5-Coder-7B-Instruct for candidate vetting and evaluated it against GPT-4 across 1.53 million samples.
At MPS Limited, I built ScholarFinder for peer-reviewer discovery and validation, along with document summarization, RAG, and alt-text generation workflows. I also worked on OCR and scientific-text quality pipelines and prepared large-scale grammar-correction datasets.

