cv

Software Engineer

iABG

Managing and maintaining VM infrastructure, robust access control, high-availability nginx servers, container orchestration, API security, and monitoring for GenAI services. Leading modular chatbot development and document comparison tooling.

• Managed virtual machine infrastructure and implemented access control
• Ensured high availability and security for nginx servers
• Orchestrated service containerization with health checks and auto-healing
• Designed and maintained secure API infrastructure
• Implemented monitoring solutions for GenAI services (Prometheus)
• Led modularization of a general-purpose chatbot with experimental features
• Developed a Document Comparison tool for change analysis and compliance

Werkstudent (NLP/Robust Deep Learning)

iABG

Worked with LLMs for code generation, topic modeling, and RAG projects. Maintained and extended coding assistant and general chatbot for internal teams.

• Utilized LLMs for code generation and topic modeling
• Built and maintained internal coding assistant
• Extended assistant to a general chatbot
• Developed RAG project for extracting evidence from knowledge bases

Werkstudent: Applied Scientist, Speech Recognition

Microsoft

Worked on ASR, Sign Language Recognition, and tools for Azure ML Services. Contributed to customer-driven tool adaptation, sign language data analysis, and published research.

• Worked on ASR and Sign Language Recognition for Azure ML
• Adapted internal testing tools for customer requirements
• Worked on signer overlap detection and clustering for sign language corpora
• Contributed to two research papers

IDP Student

Convaise UG

Researched text generation using SOTA models (GPT2, Prophetnet, T5, Pegasus), focused on multilingual question generation and paraphrasing.

• Worked on text generation with GPT2, Prophetnet, T5, Pegasus
• Main focus: multilingual question generation & paraphrasing
• Worked with Huggingface, Pytorch, Colab, AWS Sagemaker

NLP Intern

Citrusberry Business Solutions

Trained GPT2 for product description generation for e-commerce clients. Scraped and processed datasets.

• Trained GPT2 for product description generation
• Scraped and cleaned text data for datasets

Summer Research Intern

Indian Statistical Institute

Built an OCR system for Bengali script using CNN-RNN-CTC pipeline under Dr. Utpal Garain.

• Built OCR using CNN-RNN-CTC for historical Bengali documents
• Scraped Bengali news sites for dataset creation

MSc

Technische Universität München

Informatik

BTech

SRM Institute of Science and Technology

Computer Science

Ranked #1 (BLEU Score), WMT22 Shared Task on Sign Language Translation

WMT Shared Task

First Prize, IET Hackathon 2019

SRM University KTR

Worked on an incentivised parking solution with RFID and numberplate detection.

On The Importance of Signer Overlap For Sign Language Detection

arXiv

Clean Text and Full-Body Transformer: Microsoft’s Submission to the WMT22 Shared Task on Sign Language Translation

EMNLP 2022

Musenet: Music Generation using Abstractive and Generative Methods

International Journal of Innovative Technology and Exploring Engineering

ConciseNet: An End to End Abstractive Model for Topic Generation

International Journal of Engineering Applied Science and Technology

Coding Assistant & General Chatbot (iABG)

Built and maintained a coding assistant for employees, extended into a general-purpose chatbot, integrating RAG and monitoring for improvements.

• LLM-based assistant
• RAG for evidence extraction

Document Comparison Tool (iABG)

Developed a tool to analyze and report changes between document versions, identify inconsistencies, and support compliance workflows.

OCR for Bengali Script (ISI Kolkata)

Built an OCR system for Bengali historical documents using CNN-RNN-CTC architecture.