Shriraksha M
@Shriraksha
Data Scientist at Dw3ll (Formerly NFThing)
Bengaluru, Karnataka, India
Shriraksha M is a Data Scientist and AI/ML Engineer with over three years of experience in delivering machine learning pipelines, RAG, and semantic search. They have a proven track record in multimodal content safety and blockchain analytics, achieving significant improvements in recall and classification accuracy. Shriraksha is skilled in LLM orchestration, vector databases, and predictive modeling, with experience deploying scalable production systems across product and engineering teams.
Experience
Data Scientist
Dw3ll (Formerly NFThing)
Deployed a RAG pipeline on 27M+ multimodal posts (Qdrant, Elasticsearch, Sentence Transformers), boosting recall by 25%. Automated content safety pipeline (NudeNet, OpenCV) processing 80K+ text posts, 20K images and 2K videos/hour. Piloted vLLM & Ollama inference deployments on GPU clusters. Trained BERT classifiers for intent & emotion recognition, improving performance by 18%. Engineered LLM-based query expansion & feed algorithms (BLIP, LLaMA, DeepSeek, GPT). Drove podcast/music discovery by transcribing 3K+ episodes via Whisper and generating audio embeddings. Designed NFT scoring models (LSTM, 8+ KPIs) and wallet-tagging for 833K+ wallets. Launched a gamified NFT portfolio simulator. Led data quality initiatives using Python, MongoDB, SQL, and Tableau.
Research Analytics Intern
Dw3ll (Formerly NFThing)
Conducted NFT market research, developed Tableau dashboards, and curated blockchain insights used in investor reports and newsletters.
Data Analytics Intern
Quick Ride
Built retention cohorts and performance reports (MySQL, Excel) for internal teams, and prepared pitch decks for 10+ corporate clients showcasing user adoption, reduced emission and fuel savings.
Education
BMS College of Engineering
Bachelor of Technology
Medical Electronics
Licenses & Certifications
Google Data Analytics Professional Certificate