DeSi Restaurant Assistant
Ziehl AbeggDeveloped an intelligent chatbot for DeSi restaurant to handle natural dining inquiries with automated menu updates.
Natural Text Processing
Implemented RAG System for handling diverse dining queries
Automated Updates
Built pipeline for automatic knowledge base updates with menu changes
Integration
Seamlessly integrated with existing restaurant systems
CI/CD
Utilized GitHub Actions for source control and CI/CD
VavaCars Chatbot (VavaBot)
VavaCarsA car sales-focused chatbot powered by LLM that provides answers from FAQs and the cars database
RAG System
Built from scratch with ADA embedding, Pinecone, and GPT
Intent Recognition
Fine-tuned pre-trained BERT model for the routing layer
Database Integration
Built text-to-SQL agent from scratch to retrieve data
CI/CD
Utilized Azure DevOps for source control and CI/CD
Virtual SAP Consultant
Internal Project by NTTA GenAI powered tool to assist the SAP team in preparing TS reports, writing ABAP code, and converting ECC to HANA.
TS Report Generation
Utilized GPT and prompt engineering techniques to prepare TS reports
ABAP Code Generation
Automated ABAP code generation based on processed TS reports
Cloud Deployment
Deployed the solution as an API to Azure WebApps
Enterprise Integration
Seamlessly integrated with existing SAP workflows and processes
SICK Solution Hackathon - Coach & Jury
SICK Sensor IntelligenceServed as both technical coach and jury member at an international hackathon with 100+ participants from 24 countries in Freiburg.
Technical Evaluation
Evaluated diverse AI projects ranging from computer vision to LLMs integrated with sensors and robotic systems
Jury Participation
One of 7 jury members representing partner organizations, assessing technical innovation and implementation
International Scale
Collaborated with participants from 24 countries over a 3-day intensive event
PARSONII Portfolio Avatar
Personal ProjectDeveloped an innovative portfolio chatbot integrated with PARSONII, the digital human avatar platform for interactive professional presentation.
Avatar Integration
Connected custom chatbot with PARSONII avatar system for seamless visual interaction
Knowledge Base
Built comprehensive response system about internal prodcuts from NTT Data
Face Detection and Recognition System
Graduation ProjectA face recognition system trained with limited data, enhanced through transfer learning and data augmentation.
Core System
Developed baseline recognition system using OpenCV and TensorFlow
Advanced Implementation
Implemented MTCNN for detection and Facebook Deepface/ResNet for recognition
Performance Enhancement
Used transfer learning to improve recognition accuracy with limited data
Technical Innovation
Combined multiple deep learning approaches for robust performance
HackNOW by NTT Data - Technical Coach
NTT DATALed technical coaching for 50+ participants across 10 teams at the World Conference Center Bonn, focusing on AI implementation and Azure cloud solutions.
Technical Mentoring
Guided teams in implementing AI solutions using Microsoft Azure services
Event Organization
Contributed to event organization and case preparation for participating teams
Azure Expertise
Provided hands-on support with Azure AI tools and implementation strategies
Carbon Footprint Calculator
Internal PoCA GPT-Powered system to calculate carbon footprint and emissions and provide route recommendations.
Route Optimization
Utilized OpenAI's GPT and Google Maps APIs to recommend the shortest path and reduce the carbon footprint
SAP Integration
Integrated an API directly with SAP to transfer the shipments information
Cloud Deployment
Deployed the model as an API to Azure Web Apps
Let's Connect
Feel free to reach out for collaborations, opportunities, or just to say hi!