Hello, I'm

Debankur Dutta

<AIML Engineer />

_
Debankur Dutta

About Me

I am a passionate AI/ML Engineer with a deep interest in building intelligent systems that solve real-world problems. My journey in tech began with a curiosity for how machines learn, which led me to specialize in Deep Learning, Computer Vision, and Natural Language Processing.

With a strong foundation in mathematics and coding, I enjoy bridging the gap between theoretical research and practical applications. Whether it's optimizing neural networks or deploying scalable models, I am always eager to learn and innovate.

When I'm not coding, you can find me exploring the latest research papers, contributing to open-source projects, or experimenting with new technologies.

Featured Projects

Travel AI Agent (Agentic Backend System)

Built an agentic AI travel assistant for itinerary planning and personalized recommendations using tool-calling and backend orchestration. Designed a production-grade FastAPI backend with async handling, caching, and conversational memory (session + global preferences). Implemented dynamic model routing (lightweight + fallback models) for cost optimization while maintaining high response success rates. Integrated external APIs for real-time travel data and multi-step reasoning.

PythonFastAPILangChainSupabaseRedisMongoDBDockerLLM APIs

AI Image Detector (Batch Inference System)

Built a scalable batch inference pipeline using transfer learning to classify images as AI-generated or real. Designed backend APIs for bulk image processing, asynchronous prediction workflows, and result aggregation with automated email delivery. Optimized for CPU-based inference, focusing on throughput, reliability, and real-world deployment constraints.

PythonTensorFlowNext.jsFastAPISupabaseMongoDBResendDocker

AutoRAG – Multi-Tenant RAG Platform

Developed a multi-tenant RAG-as-a-Service platform enabling secure ingestion and querying of proprietary data. Architected pipelines for document processing, embedding generation, vector indexing, and retrieval-based query execution with strict tenant isolation. Designed modular backend systems for scalable deployment and enterprise-grade data isolation.

PythonFastAPILangChainQdrantDBDocker

Technical Skills

Programming Languages

PythonJavaScriptSQL

Machine Learning & AI

Scikit-learnTensorFlowPyTorchXGBoostHugging Face TransformersComputer VisionNatural Language Processing (NLP)Reinforcement LearningData Analysis

Backend & APIs

FastAPIExpress.jsSupabase

Frontend

Next.jsTailwind CSS

Databases

MongoDBPostgreSQL

DevOps & Deployment

DockerAWSVercelRender

Tools & Platforms

GitGitHubPostmanJupyter

Education

2023 - 2027

B.Tech in Computer Science & Engineering (Data Science)

JIS University

Focused on Data Science, Machine Learning, and Artificial Intelligence with strong foundations in computer science.

2022 - 2023

Higher Secondary (Class XII)

Aditya Academy Senior Secondary

Science stream with Physics, Chemistry, and Mathematics.

2020 - 2021

Secondary (Class X)

Aditya Academy Secondary

Completed secondary education with emphasis on science and mathematics.