🎓 M.Sc. Informatics from Technical University of Munich (Grade: 2.0)
🔬 AI Researcher specializing in NLP for Under-Resourced Languages
💻 Software Developer with 3 years of experience serving 50,000+ users
🌍 Currently pursuing independent NLP research and AWS Cloud certification
🎯 Key Techniques: PEFT • LoRA • RAG • Prompt Engineering • Fine-tuning • Multilingual NLP
🎯 Impact: Built datasets for 400+ under-resourced languages
🔧 Tech: Python, Multi-threading, Language Modeling, Perplexity Analysis
📄 Status: Manuscript under review at a flagship NLP conference
🎯 Scale: Processed 26M+ news sentences (2010-2024)
🔧 Tech: GPT-4, Bilingual analysis, Temporal sentiment tracking
📊 Insight: Uncovered evolving migration bias in media
🎯 Achievement: Comparative analysis of LegalBERT vs general models
🔧 Tech: BERT, RoBERTa, T5, BiLSTM-CRF, PyTorch
📊 Result: Created reproducible research pipeline
🎯 Achievement: 95% accuracy in yield prediction
🔧 Tech: MODIS NDVI, NASA satellite data, ML pipeline
📖 Published: IEEE IGARSS 2019 (17 citations)
🧠 Deep Learning Specialization - DeepLearning.AI
☁️ AWS Cloud Practitioner - In Progress
🤖 LLM Engineering Master - Ongoing
🇺🇸 English - Native/Bilingual proficiency (C2)
🇧🇩 Bengali - Native/Bilingual proficiency (C2)
🇩🇪 German - Good (B1) Actively improving
🇮🇳🇵🇰 Hindustani - Good (B1)
🎓 50,000+ users impacted through school portal development
📚 80% reduction in administrative workload
⚡ 65% performance optimization in load times
🐛 350+ bugs resolved and features implemented
📄 3 research publications with 26 citations
- 🤖 AI Agents with LangChain & LlamaIndex
- ☁️ AWS Cloud Architecture & DevOps
- 🧠 Advanced NLP for endangered languages
- 📊 MLOps & production deployment strategies
"Passionate about leveraging AI to solve real-world problems and make technology accessible across languages and cultures."
⭐ Open to collaborations in NLP, AI research