I'm a Senior Data & AI Engineer designing, deploying, and scaling production-grade AI systems. My work spans the full AI lifecycle — from data engineering and model development to cloud deployment, CI/CD, and MLOps.

• 🏗️ Currently building cloud-native AI recruitment systems, LLM-powered agents & Advanced RAG pipelines
• 📝 800+ technical articles on Medium — 1M+ readers across GoPenAI, Stackademic, DevGenius & more
• 📚 Editor @ Elsevier — Encyclopedia of Artificial Intelligence: Foundations, Innovations, and Future Directions
• 🎓 Mentored 100+ learners in AI/ML projects in collaboration with Liverpool John Moore's University & IIT Madras
• 🔍 Reviewed 300+ international publications and published 750+ research papers & blogs
• 🌐 1000+ open-source GitHub repos shared with the community

🗣️  Large Language Models (LLMs)       ████████████████████  Expert
🔍  Advanced RAG & Agentic AI          ████████████████████  Expert
🤖  Multi-Agent System Design          ███████████████████░  Expert
👁️  Computer Vision & Image AI         ███████████████████░  Expert
☁️  Cloud-Native ML (GCP / AWS)        ██████████████████░░  Expert
🏭  Production MLOps & Deployment      ██████████████████░░  Advanced
🎤  Speech, Audio & Multimodal AI      █████████████████░░░  Advanced
📊  Data Engineering & Analytics       █████████████████░░░  Advanced
🔬  AI Research & Academic Publishing  ████████████████████  Expert
✍️  Technical Writing & AI Education   ████████████████████  Expert

Specializations: Advanced RAG Pipelines · LangGraph Agents · Semantic & Hybrid Retrieval · Gemini / GPT-4 / Claude · FAISS · Pinecone · Milvus · Prompt Engineering · LangSmith Evaluation · SentenceTransformers · SpaCy · NLTK · AutoML · Transfer Learning

Platforms: Vertex AI · Cloud Run · BigQuery · Firestore · GKE · Streamlit · Gradio

Includes: OAuth2 · JWT · RBAC · Pydantic · RESTful APIs · Swagger/OpenAPI · Postman

• 🔗 SynapseHire — Cloud-native AI recruitment platform with 6+ FastAPI microservices, semantic RAG scoring, LangGraph batch processing & GitHub/LinkedIn-integrated FitScore agent. Achieved 90% sourcing automation.
• 🥗 PersonalNutrition.com — Personalized diet recommendation engine using object detection, instance segmentation, GANs, NLP & sentiment analysis on text + image data.
• 💄 MeetTulip.com — AI-powered virtual try-on + product recommendation system achieving 95% image recognition accuracy via CNNs and transfer learning.

• 📖 Editor @ Elsevier — Encyclopedia of Artificial Intelligence: Foundations, Innovations, and Future Directions (AI in Business, Cybersecurity, Fraud Detection, Financial Analytics)
• ✍️ 800+ Medium articles — LLMs, GenAI, MLOps, Computer Vision, Prompt Engineering — published in GoPenAI, Stackademic, DevGenius, Venture & more
• 🎓 AI Course Creator @ GUVI / IITM Research Park — LLMs, Hugging Face Fine-tuning (AutoTrain), Responsible AI, Deep Learning for Generative Media
• 📺 YouTube — Learning Chunks — AI explainer content for practitioners
• 🔬 Semantic Scholar — Profile | Google Scholar — Profile
• 🏛️ Peer Reviewer — 50+ international journals & books, 300+ publications reviewed, patent contributions at Sony Research India

I don't just build models — I architect end-to-end intelligent systems that solve real business problems at scale. From research to production, I bring both the scientific rigor of a Ph.D researcher and the pragmatism of a senior engineer who has shipped products used by real users.

• 🔁 Research → Production mindset: Every system I build is designed for observability, feedback loops, and continuous improvement
• 🧪 Evaluation-first: I build LLM evaluation pipelines (LangSmith, custom harnesses) before scaling any AI feature
• 🛡️ Responsible AI: Fairness, explainability, and safety are non-negotiable in every system I design
• 🔄 Feedback-driven learning: I integrate recruiter/user signals back into model scoring logic — AI that gets smarter over time

🏥  Healthcare AI          Breast cancer detection, histopathology, medical imaging
🛒  E-Commerce AI          Virtual try-on, product recommendation, NLP ad optimization
💼  HR Tech / Recruitment  Agentic AI hiring systems, resume parsing, FitScore ranking
🥗  Nutrition & Wellness   Diet recommendation, food image analysis
🔐  Cybersecurity AI       Fraud detection, anomaly detection (editorial expertise)
📈  Financial Analytics    AI-driven insights (editorial expertise)
🎓  EdTech                 AI course creation, learner mentorship, thesis supervision
🔬  Research               Multimodal AI, meta-learning, explainability, NLP

Always happy to connect with fellow researchers, engineers, and builders working on interesting AI problems. Feel free to reach out for collaborations, open-source contributions, research discussions, or just a good conversation about AI.

📫 LinkedIn | Medium | Google Scholar | Kaggle

"Building AI systems that don't just work in notebooks — but scale, serve, and create real-world impact."