Automated business workflows through fuzzy address comparison, saving over 1,000 hours of manual effort.
Upgraded Java based Vaadin UI Framework from v14 to v24 without incurring licensing costs, ensuring long-term maintainability.
Developed and deployed enterprise wide APIs on enterprise API platform using OpenAPI specifications, driving an API-first approach that eliminated direct DB access and streamlined integrations.
Led multiple enterprise-wide releases for over 5,000 users using Jenkins, Harness, and GitHub Actions, ensuring consistent, error-free deployments.
Integrated multiple third-party APIs to ensure consistent, accurate, and up-to-date application data across enterprise systems.
Mitigated vulnerabilities by implementing end-to-end encryption of confidential data over network calls, strengthening overall application security.
Championed test-driven development, delivering new features with 100% code coverage (JUnit, Mockito), and performing regression testing to maintain product quality.
Independently developed Generative AI-powered enterprise due diligence platform leveragingLangChain, LangGraph, Google Gemini 2.5, and advanced prompt engineering, with capabilities like tool calling, context management for LLMs, Python-based orchestration, and a React frontend, reducing workforce requirements in consumer banking operations.
Research Intern
TCS Research & Innovation
Pune
05.2022 - 07.2025
Extracted hierarchical text and graphical elements from scanned legacy PDFs using Python, OpenCV, and PyTorch.
Detected and classified graphical components (checkboxes, text lines, tables) to structure documents.
Clustered lines into cohesive groups for accurate paragraph representation and content analysis.
Education
Bachelor of Technology - Computer Science
College of Engineering
Pune, India
05-2023
Higher Secondary School - Science
Seth Anandram Jaipuria School
Uttar Pradesh, India
05-2019
Skills
Java and Java EE
Python programming
SQL and NoSQL databases
RESTful API development
Agile project management
Containerization technologies
Generative AI integration
Version control with Git
Projects
LoanServ AI
Email triage system for loan servicing to automate classification, routing, and duplicate detection, reducing manual effort.
Built using Python, FastAPI, Streamlit, MongoDB Atlas Vector Search, LangChain, and Google Gemini API with Sentence Transformers.
Integrated OCR (Google Vision API) and PDF/HTML parsing for accurate information extraction from attachments.
Publications
D-UNet: Deep Learning Architecture for Colon Polyp Segmentation in Endoscopic Images https://tinyurl.com/d-unet-reseach-paper-aditya
Multi-modality Brain Tumor Segmentation of MRI Images Using ResUnet with Attention Mechanism https://link.springer.com/chapter/10.1007/978-981-99-5088-1_16
Certification
Microsoft Certified: Azure AI Fundamentals
Microsoft Certified: Azure Fundamentals
Accomplishments
Manager Spotlight Award: May 2024
Team Spotlight Award: July 2024
Consistently rated 'exceeds expectations' for two years in performance reviews
Collateral Valuation Analysis at Wells Fargo Home Mortgage and Wells Fargo Bank NACollateral Valuation Analysis at Wells Fargo Home Mortgage and Wells Fargo Bank NA
Financial Accounting Associate/ Alteryx SME at Wells Fargo International Solutions Private LTD (Wells Fargo)Financial Accounting Associate/ Alteryx SME at Wells Fargo International Solutions Private LTD (Wells Fargo)