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Transforming Ideas Into Intelligent Solutions

AI/ML Engineering & Research

Specializing in LangChain, Agentic AI, RAG, Reinforcement Learning, Medical NLP, MLOps, and 3D Computer Vision.
We help you build cutting-edge AI systems from research to production deployment.

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Who I Am

About Me

Creator of FlowSynt , AI/ML Engineer with MSc in Artificial Intelligence, specializing in LangChain, Agentic AI, MCP, Reinforcement Learning, Medical NLP, and Reasoning-Enhanced Transformers.

Expertise includes LangChain frameworks, Agentic AI systems, Model Context Protocol (MCP), Reinforcement Learning, Medical NLP, and 3D Computer Vision. MLOps, AI model deployment, and full-stack integration. Work spans foundation models (LLama, Qwen, BioGPT, RoBERTa), Retrieval-Augmented Generation (RAG), and Explainable AI (XAI) systems. From edge devices to cloud-based inference, delivering end-to-end AI solutions.

Published researcher with expertise in cybersecurity AI, medical diagnostics, and multi-modal systems. Experienced in CI/CD pipelines, containerization, cloud workflows (GCP, Vertex AI, Hugging Face), and cross-domain applications in Healthcare, BFSI, Education, and Legal tech.

AI/ML Specializations

LangChainAgentic AIPythonPyTorchTensorFlow3D ModelingRAGReinforcement LearningMedical NLPTransformers (LLama, Qwen, BioGPT)Explainable AI (XAI)Multi-modal SystemsGit

MLOps & Development

CI/CDDockerGCP / Vertex AIHugging FaceFastAPIReact / Node.jsKotlin (Android)Unity / UE / Open3D

What I Offer

Services & Products

AI Agent Development

Custom intelligent agents using LangChain and modern frameworks for autonomous decision-making and task execution.

ML Model Development

End-to-end ML solutions from research to production: Transformers, RAG, classical ML (CNNs, Decision Trees), and multi-modal systems.

3D Development & AI

3D model generation, computer vision for spatial analysis, and AI-powered 3D reconstruction systems.

MLOps & Deployment

Full MLOps pipeline: CI/CD, model monitoring, containerization (Docker), cloud workflows (GCP, Vertex AI), and production deployment.

Medical AI Solutions

Healthcare AI: Diagnostic tools, Medical NLP, BioGPT applications, and clinical decision support for patient care.

Cybersecurity AI

AI-powered threat detection, LLM-based security assessment, and proactive defense systems for enterprise protection.

Full-Stack AI Integration

Web & mobile development with AI integration: FastAPI, React, Node.js, Kotlin (Android), and cross-platform solutions.

Enterprise AI Platform

FlowSynt: Production-Grade AI Workflow Automation

FlowSynt is our enterprise agentic AI orchestration platform that turns complex workflows into intelligent, automated systems. Unlike demos and prototypes, FlowSynt delivers production-ready solutions with real agents, APIs, vector databases, and enterprise-grade guardrails.

Platform Interface

AI Assistant to Workflow

Agent Configuration

Workflow History

Real-World Applications

LangChain Agent Orchestration

Build complex multi-agent workflows with LangChain integration, RAG retrieval, and dynamic tool execution.

Customer Support

Intelligent ticket routing, automated responses, and knowledge base integration for 24/7 support.

Claude Code Assistant

AI-powered development workflows with code generation, review automation, and documentation.

Ready to Transform Your Workflows?

Explore FlowSynt's full capabilities and see how enterprise AI automation can scale your operations.

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Research

Publications

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BioXP: Explainable Medical Question-Answering using Reinforcement Learning

TechRxiv Preprint, 2025

Two-stage fine-tuning Pipeline combining SFT and GRPO to not only achieve high accuracy, but also capable of providing high quality, coherent reasoning.

View Publication →

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A Multi-Agent Cybersecurity Assessment System