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Shivam kamal

@shivamkamal

AI/ML Engineer Lead at Dharmani Apps building agentic AI and RAG systems; published research cut artifact-induced model failure by ~85%.

India

Message

What I'm looking for

I'm seeking a weekend tutor role at innovative AI programs, where I can bridge the gap between AI theory and real-world production practice.

At Dharmani Apps, I lead AI/ML initiatives as the sole AI engineer, designing and deploying agentic systems with LangChain and LangGraph, along with RAG systems backed by vector databases.

At Gurjeet Tech Solutions, I engineered full-stack AI applications and delivered projects including a production agentic assistant, a real-time license plate recognition system, and a multilingual medical research RAG system. My work also contributed to multiple AI products live on the App Store and Google Play Store.

As an independent researcher, I developed RAFI+, a method for robust and interpretable gastrointestinal endoscopy classification, and published a preprint on Zenodo. In controlled testing, it reduced artifact-induced F1 drop by about 85% without reducing clean-image accuracy; I also mentor engineers through Topmate.

Experience

Work history, roles, and key accomplishments

Current

AI/ML Engineer Lead

Current

Dharmani Apps

May 2026 - Present (5 months)

Leading AI/ML initiatives as sole AI engineer, architecting and deploying production-grade intelligent systems. Designing agentic AI solutions using LangChain and LangGraph for autonomous task execution and decision-making.

Lang Chain LangGraph RAG Vector Databases Agentic AI AI Architecture

Current

AI/ML Mentor

Current

Topmate

Mar 2026 - Present (7 months)

Conducting 1:1 mentoring sessions for engineers pursuing AI/ML career advancement and interview preparation. Providing guidance on production ML systems, system design, and career strategy in AI space.

Mentorship AI ML Career Guidance System Design Interview Preparation

Current

AI Researcher

Current

Independent Research

Jul 2025 - Present (1 year 3 months)

Conducting independent AI research in medical imaging and natural language processing, from problem formulation to publication. Developed RAFI, a novel training methodology for improving robustness in deep learning-based gastrointestinal endoscopy classification.

Deep Learning Medical Imaging Research Experimental Design Manuscript Writing

Full-Stack AI Engineer

Gurjeet Tech Solutions

Feb 2025 - May 2026 (1 year 3 months)

Engineered full-stack AI applications integrating React frontend with FastAPI backend and ML models. Built real-time computer vision system for license plate recognition using YOLOv8 and developed deep learning models for production deployment.

React fastAPI YOLOv8 OpenCV Deep Learning REST APIs Docker ML Pipelines