🚀 AI/ML Engineer | PhD Researcher | Problem Solver | Builder of Intelligent Systems
I specialize in designing AI systems that automate repetitive, costly, and error-prone tasks — delivering time savings, cost reduction, and smarter workflows.
My work combines AI/ML research with production-grade software engineering to make advanced tech useful in real-world settings.
- 🔹 Chatbot Guardrails → A lightweight FastAPI plugin to reduce LLM hallucinations using RAG, FAISS, and validation pipelines. Deployable with Docker/K8s.
- 🔹 AI Grader (LoRA + RAG) → Automates grading using rubrics + lecture context. Cuts weeks of manual work into hours.
- 🔹 PolicyBot → Summarizes company policies from 100+ page docs into crisp answers. Built with LangChain + RAG.
- 🔹 Healthcare AI Assistant → Explains medical reports in plain English for patients and doctors.
- ✅ Build RAG pipelines that connect LLMs to trusted enterprise data sources
- ✅ Apply LoRA fine-tuning to adapt models efficiently for domain-specific tasks
- ✅ Architect AI chatbots, APIs, and dashboards that slot into business workflows
- ✅ Deploy end-to-end systems with FastAPI, Docker, Kubernetes, Terraform
- ✅ Solve complex engineering problems across Python, Java, Node.js, SQL
- ✅ Bridge academic rigor (PhD research in AI/ML) with industry impact
- Languages: Python, Java, Node.js, SQL
- AI/ML: PyTorch, Hugging Face, Transformers, LangChain, RAG, LoRA
- Deployment: FastAPI, Docker, Kubernetes, Terraform, AWS, GCP, TFS
- Specialties: Edge AI, Policy Automation, Secure Coding, Workflow Optimization
- 📑 21+ publications in AI/ML, Wireless Sensor Networks, and Healthcare AI
- 🎓 PhD Researcher (AI/ML, Forest Fire Prediction, Intrusion Detection)
- 📝 Reviewer for Springer Nature journals
- 🔬 Experience with large-scale simulations, anomaly detection, and edge AI
“AI is only valuable when it solves real problems at scale. My mission is to bridge cutting-edge research with production-ready solutions.”