Souradeep Sarkar

Data Scientist @Softpath System, Llc

Hyderabad, IN

As a Data Scientist at Softpath LLC, I apply expertise in Machine Learning, NLP, and Generative AI to automate recruitment workflows and drive innovation in RFP evaluation and proposal processes. My work spans across fine-tuning domain-specific models, building intelligent parsing systems, and designing GenAI-powered solutions for enterprise use cases.Key Responsibilities:Fine-tuned BERT-based NER models for extracting structured entities from healthcare job descriptions, improving parsing accuracy.Designed pipelines for job description parsing and candidate-job matching, enabling large-scale recruitment automation.Converted and managed datasets in JSON and.spacy formats for efficient model training and evaluation.Built Streamlit and FastAPI applications to make AI-driven parsing and evaluation models accessible to business teams.Led RFP-related projects, leveraging Generative AI for:Extracting requirements and eligibility criteria from large RFP documents.Automating proposal response evaluation with scoring and summarization.Developing Retrieval-Augmented Generation (RAG) based chatbots to answer RFP-specific queries and write winning proposals for a given RFP.Conducted end-to-end model lifecycle management: preprocessing, training, deployment, monitoring, and optimization.Impact & Achievements:Enhanced recruitment efficiency by automating parsing and candidate-job alignment tasks.Delivered GenAI-powered RFP evaluation workflows that improved accuracy, reduced manual review time, and streamlined proposal scoring.Designed AI solutions that directly improved business productivity and decision-making efficiency across teams.

National Institute of Technology Warangal

Msc