🚀 I specialize in Machine Learning, NLP, and Data Engineering
- 🔬 Fine-tuned LLMs (Llama, FLAN-T5, BERT) for real-world AI solutions
- ⚡ Built high-performance data pipelines with Kafka, PySpark & PostgreSQL
- 🎯 Optimized ML training with CUDA, cutting model training time by 150%
- 🌎 Open-source contributor | Love solving AI challenges & scaling solutions
📩 LinkedIn | 📂 Portfolio | 🏆 LeetCode | 📝 CV/Resume
Headliner - AI-Powered Headline Generator
🚀 Technologies: Python, CUDA, NLP, FLAN-T5, LoRA
🎯 Impact:
- Fine-tuned FLAN-T5 for headline generation with 27.36% parameter efficiency
- Reduced model training time by 150% using GPU acceleration
- Processed 236+ long-form articles, improving content summarization
QA System - NLP-Powered Question Answering
📌 Technologies: NLP, Hugging Face, BERTForQA
💡 Impact:
- 50% reduction in manual data entry through AI-driven answers
- Integrated Llama-2 for improved retrieval and question understanding
- Achieved high-accuracy QA responses, improving knowledge retrieval
Diagnosis Pal - AI-Powered Medical Diagnosis
🏥 Technologies: Python, ML, CategoricalNB
📈 Impact:
- Built an AI-based symptom-to-disease classifier with an 84% MAP@K score
- Improved prediction accuracy to 92% MAP@K with hyperparameter tuning
- Designed data preprocessing strategies for better disease classification
Team Fateh - Competitive Engineering Team
🏆 Impact:
- Secured 21 trophies and INR 4,10,000 over 4 years
- Collaborated with 60 engineers for 7 international competitions
📌 Check out my full portfolio and feel free to connect!