Ujjwal Agrawal Email & Phone Number

👋 Hi there! I'm a seasoned Lead ML Architect with over 5 years of hands-on experience in crafting end-to-end ML/AI solutions that drive transformative impact in the realm of credit underwriting for some of India's largest banks and NBFCs. My passion for problem-solving and competitive programming has shaped my journey, allowing me to thrive in complex coding and system design challenges.🔥 Projects and Expertise🌐 Constructed a powerful NLP pipeline to extract insights from text data, culminating in the development of a risk scorecard boasting an impressive AUC of 80% on out-of-time prediction.🤖 Drove innovation as a key contributor to an Auto ML SaaS product, simplifying the model-building process for clients and improving overall turnaround time for decisions.🧠 Spearheaded company-wide recruitment initiatives, streamlining hiring processes, enhancing interview strategies, and elevating overall hiring quality. Hired more than 10 people and shaped their efforts in the company's overall growth and business.📊 Engineered numerous Risk Scorecards leveraging bureau and banking data, achieving a remarkable AUC of 80% for default probability prediction.💰 Developed an Income Estimation Model, accurately forecasting applicant salaries with a remarkable MAPE of 21% on the test dataset.💳 Crafted a Collection Scorecard, predicting the likelihood of EMI bounce over the next 3 months with an exceptional AUC of 87%.📞 Pioneered a groundbreaking Application Scorecard driven by SMS data, achieving a solid 80% AUC.🔍 Acquired an in-depth mastery of all facets of Bureau Data, bolstering my data-driven decision-making capabilities.🌐 Automated the extraction of resume and degree information using a ChatGPT-powered backend, integrated with Fast API, cosmos DB, and Azure Blob Storage. Leveraged Form Recognizer as an OCR tool for efficient PDF scanning.💡 Engineered a sequence-aware recommendation system, guiding customers seamlessly from research to the purchasing phase.🚀 Built resilient Nginx server pipelines, accommodating API hits of up to 30 requests/second.🌟 InterestsBeyond tech, I'm an avid traveler, enthusiastic about exploring new horizons. I'm a firm believer in the power of meditation for holistic well-being.💻 Technical ProficiencyPython ⭐⭐⭐⭐Machine Learning / Data Science ⭐⭐⭐⭐Full Stack Development ⭐⭐⭐½Database Management ⭐⭐⭐½MLOps ⭐⭐⭐⭐Team Management/Hiring ⭐⭐⭐⭐📩 Connect & InnovateInterested in AI, NLP, credit risk, or tech breakthroughs? Let's collaborate! Reach out for impactful discussions.