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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

Founder 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've Built

Featured Projects

View All on GitHub →
What I Offer

Services & Products

AI Agent icon

AI Agent Development

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

ML Model icon

ML Model Development

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

3D AI icon

3D Development & AI

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

MLOps icon

MLOps & Deployment

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

Medical AI icon

Medical AI Solutions

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

Cybersecurity icon

Cybersecurity AI

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

Full-stack AI icon

Full-Stack AI Integration

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

Design Your Flow

AI Orchestration Builder

Built with JointJS. Drag templates from the palette, connect agents, and export the JSON so we can turn it into a production-ready AgentForge orchestration.

⚠️ Preview Notice: This is a demo with simulated agents. For full production-grade automation with FlowSynt (real agents, APIs, vector DBs, guardrails), we tailor deployments to your stack. Get in touch to take this preview live with FlowSynt.

Node Palette

Drag or click to add nodes. Double click to edit the node.

Workflow Canvas

Pan with drag, zoom with controls, connect ports to create flows.

Output (Green) - Bottom & RightInput (Yellow) - Top & Left

Export & Share

💡 Ready for production with FlowSynt?
Turn this preview into full real automation: production agents, APIs, vector databases, guardrails, and monitoring. Let's discuss your requirements and make it live with FlowSynt.

Download, copy, or email your config.

Preview

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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

TechRxiv Preprint, 2025

A Multi-Agent Cybersecurity Assessment System with Retrieval-Augmented Generation, IOC Extraction, SIEM Integration, and User-Defined Agents

View Publication →
Get In Touch

Let's Work Together

Interested in collaborating on AI/ML projects or need expert consultation? I'm always open to discussing new opportunities and interesting challenges.

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