Full Stack Engineer (AI / ML role) at VironIT

Collaborated with Business Analysts and SMEs to gather requirements; implemented unit, integration, regression and smoke tests. Implemented and deployed NLP/ML algorithms for question answering, text classification and text summarization. Developed a chatbot that designs resumes by asking necessary questions. Researched and proposed improvements to core systems using state-of-the-art ML/NLP approaches. Devised ML/NLP solutions for B2B sales challenges (e.g., conversation-aware sales forecasting, sales conversation understanding, seller behavior and performance evaluation). Transformed company data strategies to scalable distributed NoSQL architectures, increasing processing speed and scalability by 10x. Contributed to SaaS product breadth and depth. Projects included web apps and data pipelines with Kafka and Spark Streaming; familiarity with Pub/Sub messaging.