Ankit Aglawe

Machine Learning Engineer @Verofy

Manchester, GB

Developed an AI-Powered Adverse Media Screening Tool- Created a Python application utilizing LangChain to automate adverse media checks for fintech client onboarding, significantly reducing manual processing time- Fine-tuned RoBERTa models for sentiment analysis to effectively detect negative news articles- Implemented Named Entity Recognition (NER) with spaCy and transformer models to validate article relevance, enhancing validation accuracy- Employed summarization techniques using transformer-based models to generate concise article overviews- Deployed the solution using Docker and AWS services for scalable and efficient operation.Engineered a Review Scraper and Sentiment Analysis System- Developed a Python web scraper to collect customer reviews from platforms like Google Reviews, Trustpilot, and TripAdvisor- Fine-tuned sentiment analysis models using Hugging Face Transformers and ONNX for optimized inference- Applied zero-shot classification with `facebook/bart-large-mnli` to detect fraud and scam-related reviews, improving detection rates- Leveraged LangChain to streamline LLM integration within the application- Generated comprehensive reports analyzing sentiment distribution and potential risks.Built a Real-Time Transaction Risk Monitoring Engine- Trained ensemble models (XGBoost, CatBoost, LightGBM) on a large dataset to achieve high accuracy in risk classification- Implemented the engine as a microservice using Docker and AWS ECS for real-time processing- Enhanced security measures by effectively reducing fraudulent transactions- Integrated the engine with existing systems using APIs and ensured compliance with financial regulations.**Optimized Deployment and Continuous Integration**- Established CI/CD pipelines using Jenkins and AWS CodePipeline for seamless deployment- Collaborated with cross-functional teams to align machine learning solutions with business objectives.

Amravati University

Bachelor of Engineering - BE, Mechanical Engineering

Royal Holloway, University of London

Master of Science - MS, Artificial Intelligence

Jawahar Navodaya Vidyalaya - JNV

High School

NATIONAL INSTITUTE OF ELECTRONICS & INFORMATION TECHNOLOGY (NIELIT)

Diploma of Education, Artificial Intelligence

NATIONAL INSTITUTE OF ELECTRONICS & INFORMATION TECHNOLOGY (NIELIT)

Advance Diploma, Artificial Intelligence