My Journey & Philosophy

About Me.

Building intelligent systems that bridge cutting-edge research and real-world impact—while staying grounded in community, mentorship, and inclusive technology.

I build real, production-grade AI systems that people actually use not brittle prototypes or simple chat wrappers.

With 2+ years of hands-on experience shipping backend and agentic AI systems, I design architectures that interface with real-world edge devices, handle real-time data, and scale reliably. My work spans multi-agent systems, Retrieval-Augmented Generation (RAG), large language models (LLM), and production ML deployments.

On the research side, I have published several journal papers and conference papers accepted across IEEE and international venues spanning medical image analysis, computational bioinformatics, and explainable AI. My work covers oral cancer diagnosis via hybrid transformers, flood detection using attention networks, Alzheimer's classification from MRI, and molecular pathway identification in cardiovascular and kidney disease. Three additional manuscripts are currently under review in Q1 journals (PeerJ, PLOS ONE, Scientific Reports).

I am not just a researcher who codes, or an engineer who reads papers I sit at the intersection of both, which means the systems I build are grounded in methodology and built to survive production.

Currently a Research Assistant, and an MS student in Data Science. IEEE Member. People's Choice Award - 3MT Competition 2025.

Focused on next-generation agentic workflows that go far beyond conversational AI. Open to full-time roles in AI Engineering, MLOps, or Agentic Systems

Let's talk if you ship serious AI.

Voluntary & Organization Experience

5+Years of dedicated service in voluntary work and organizational leadership

  • Community Development & Outreach
  • Non-profit Organization Leadership
  • Educational Initiatives & Mentoring

Publications

ResearchContributing to the advancement of AI through peer-reviewed publications

  • Medical Image Analysis
  • Bioinformatics & Sequence
  • IoT, Sustainable Research and Agricultural

MS Degree (Ongoing)

CSMaster of Science in Computer Science

  • East West University
  • Data Science
  • Research & Development

Areas of Expertise

Research Interests.

Medical Image & Health

Medical image analysis, segmentation, and diagnostic imaging

Sustainable Research

Sustainable development, smart agriculture, environmental monitoring, and data-driven solutions for resource management.

Sequence & Bioinformatics

Sequential and biological data analysis, including time series modeling, pattern recognition, genomic analysis, protein structure etc.

Computer Vision

Image recognition, object detection, and visual understanding

Life Outside the Lab

Beyond Research.

Running

Early morning runs to clear the mind and boost creativity. Marathon training keeps me disciplined and goal-oriented.

Cycling

Weekend cycling adventures exploring new routes. It's where I do my best problem-solving and thinking.

Coffee & Code

The perfect combination for late-night coding sessions and breakthrough moments in debugging complex algorithms.