Jul 2023 – Oct 2024 · 1 yr 3 mos

• Fraud Account Detection System
• Engineered a Fraud Account Detection model for Current Accounts that uses Machine Learning to detect anomalies in transactions and user activity on their device.
• Built a robust multiprocessing hyperparameter tuning application which avoids deadlocks and reduces model training time by over 75%.
• Fraud Capture Rate increased to 90.27% for the bank.
• Knowledge Graph Information Retrieval with Generative AI
• Designed and developed a Natural Language Interface for Graph Database that caters to fraud detection analysis using LLMs.
• Built a Knowledge Graph consisting of characteristics and relationships between bank accounts on AWS Neptune.
• Developed a pipeline which uses GPT-3.5 Turbo to generate OpenCypher queries for implementing Graph based algorithms.

Aug 2022 – Jun 2023 · 10 mos

Aug 2020 – Aug 2021 · 1 yr · Mumbai, Maharashtra, India

• Built Software and tech solutions in domains ranging from Data Mining, Web Development, to Image Recognition software, some of them include:
• NSE Data Mining.
• Identification of Dogs under the DoorCam.
• Handwriting OCR(for improving bank account numbers recogntion on cheques).

May 2020 – Jun 2020 · 1 mo · Mumbai

• Developed automation scripts, which increased the efficiency of fetching data from various websites, approximately by 50%.
• Worked in tandem with the Technical and the Business Development Verticals.
• Curated marketing strategies and models for Pepper’s clients.

Sep 2018 – Aug 2019 · 11 mos

• Tasked with fetching sponsorship for Quark(Techno-Management fest of BITS Goa) and developing marketing strategy for our partners.