Rahul Samanta_
AI / ML & Full Stack Developer
I am a Software Engineer specializing in AI, Machine Learning, AI Agents, Backend Engineering, and Cloud Systems. I build intelligent applications using LLMs, RAG, LangChain, and Agentic AI, along with secure and scalable REST APIs and microservices. I have strong experience with SQL/NoSQL databases, database optimization, Docker, Kubernetes, CI/CD, and cloud deployment, focusing on building reliable, scalable, and production-ready systems.
Services
CLIENT SYSTEMS
front-end development
Designing user-focused interfaces using HTML, CSS, JavaScript, and Bootstrap/React frameworks. I construct responsive web applications with smooth UX structures, fast loading configurations, and fluid layouts.
SERVER SYSTEMS
Back-end Development
Developing robust web logic using PHP, SQL, Laravel, Node.js, and Java Spring Boot. I specialize in designing scalable backend APIs, database management systems, security implementations, and deployments.
DATA ARCHITECTURE
database admin (DBA)
Architecting normalized relational and NoSQL database schemas. I specialize in query profiling, indexing configurations, replication setup, backup automation, and high-performance server tuning.
INTELLIGENT AGENTS
AI & GenAI Systems
Building intelligent autonomous agents, prompt engines, and RAG document search systems. I integrate LLMs (OpenAI, Groq), LangChain pipelines, vector search (ChromaDB), and data crawlers.
My Skills
Hover cards to query tool intelligence. Interactive stack breakdown below.
AI / ML & GenAI
Generative AI, Computer Vision, RAG & LLM Orchestration
Developing intelligent agents, automated retrieval systems, and predictive models using deep learning pipelines.
Hover a skill card to decode execution metrics.
Python
Expert
TensorFlow
Advanced
PyTorch
Advanced
OpenCV
Advanced
LangChain
Advanced
Anaconda
Advanced
Jupyter
ExpertProfessional Experience
My journey building and teaching technology.
Software Developer, DBA & Technical Trainer
Swami Vivekananda University
- Managing database administration, migration pipelines, and server schema optimization.
- Developing robust APIs and core logic modules as a Backend Developer.
- Handling cloud deployments, system monitoring, and DevOps orchestration.
- Training students in engineering fundamentals, database designs, and full-stack programming.
Backend & Database Developer
NexIntel Synergy Pvt. Ltd.
- Engineered backend application architectures and structured database designs.
- Focused exclusively on database integration, API endpoints, and microservice efficiency.
Frontend Developer Intern
Encryptix
- Built responsive, interactive, and semantic user interfaces as a Frontend Developer.
- Collaborated on designing fluid client-side animations and state management setups.
Academic Pathways
My academic foundation in computing, software paradigms, and core sciences.
Master of Computer Application (MCA)
Meghnad Saha Institute of Technology (MSIT)
MAKAUT University, Kolkata
Kolkata, WB, India
Core Disciplines
- Advanced Database Systems & DBA
- Artificial Intelligence & Machine Learning
- Object-Oriented Programming (Java/C++)
- Software Design & Algorithms
Bachelor of Computer Application (BCA)
Panskura Banamali College
Vidyasagar University
Medinipur, WB, India
Core Disciplines
- Data Structures & Core Algorithms
- Database Management Systems (RDBMS)
- Web Technologies & Client Coding
- Structured Systems Analysis
Higher Secondary (10+2 Science)
Sonakhali High School
WBBSE / WBCHSE Board
Sonakhali, WB, India
Core Disciplines
- Mathematics & Computer Science
- Physics & Chemical Equations
- Core Science Foundations
- Analytical Reasoning & Statistics
Product Engineering
Core capabilities I bring to product development from architectural design to deployment.
AI Agents & Intelligence
Developing custom autonomous AI agents, semantic retrieval pipelines (RAG), and integrated natural language processing models.
WHAT I DEVELOP
- Context-aware LLM agents (LangChain / Groq)
- Semantic vector search networks (ChromaDB / Vector stores)
- Personalized outreach engines & automated scrapers
- Predictive machine learning classifiers
Scalable Backend Systems
Building high-performance server architectures, structured REST/GraphQL APIs, and secure microservices capable of handling heavy concurrent loads.
WHAT I DEVELOP
- Modular microservices (Spring Boot / Node.js)
- High-speed data scraping & parsing microservices
- Secure authentication gates (JWT / OAuth)
- Real-time event streams & web sockets
Database Administration (DBA)
Architecting reliable database models, optimizing query execution plans, and managing advanced data replication configurations.
WHAT I DEVELOP
- Normalized relational schemas & NoSQL document stores
- Query indexing, caching & indexing optimization
- Secure backup, restore, and migration automation
- Transactional integrity & concurrency controls
DevOps & Cloud Deployments
Orchestrating containerized infrastructures, automating build/test deployment lifecycles, and managing secure hosting configurations.
WHAT I DEVELOP
- Isolated container deployments (Docker)
- Automated cluster deployments (Kubernetes)
- Continuous Integration pipelines (GitHub Actions)
- Linux terminal shell automation scripting
Selected Work
Showcasing impactful projects across AI/ML and Full Stack domains.
Talks & Events
Keynotes, developer conferences, and competitive hackathons.
Innovation 2.0 & All India Hackathon
Collaborated with an agile engineering team to architect and build innovative real-time AI and IoT solutions under high-pressure competitive constraints.
Google DevFest Kolkata
Attended leading sessions on Web Technologies, AI/ML models, Firebase architecture, and connected with developer community leaders across industry.
Let's Connect_
Have a project in mind or want to collaborate? Drop me a message below.