shivam kamal

AI/ML Engineer Lead

Rajpura, PunjabArtificial Intelligence and Machine Learning
5roles
43skills
3education
3credentials

About

AI/ML Engineer with 1.5+ years of production experience architecting agentic AI systems, RAG pipelines, and full-stack AI products. Independent researcher focused on robust and explainable deep learning for medical imaging, and active AI/ML mentor.

Experience

AI/ML Engineer Lead

Dharmani Apps

May 2026 – Present · Mohali

Leading AI/ML initiatives as sole AI engineer; architecting and deploying production-grade intelligent systems; designing agentic AI solutions using LangChain and LangGraph; implementing RAG systems with vector databases.

AI/ML Developer

Shine Dezign Infonet Pvt. Ltd.

Feb 2026 – Apr 2026

Developed and optimized deep learning models for production deployment; built end-to-end ML pipelines with data preprocessing, feature engineering, and model evaluation.

Full-Stack AI Engineer

Gurjeet Tech Solutions

Aug 2025 – Feb 2026 · Rajpura

Engineered full-stack AI applications integrating React frontend with FastAPI backend and ML models; built a real-time computer vision system for license plate recognition using YOLOv8; designed RESTful APIs and database architectures supporting production workloads.

AI Researcher

Independent Research

Jul 2025 – Present

Conducting independent AI research in medical imaging and natural language processing; developed RAFI for robust gastrointestinal endoscopy classification; managed literature review, experimental design, dataset preparation, model development, evaluation, benchmarking, reproducibility, and manuscript writing.

AI/ML Mentor

Topmate

Mar 2026 – Present

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.

Education

Punjabi University, Patiala

Bachelor of Computer Applications (BCA)

2023 – 2026

NIOS

Senior Secondary (Class XII), Commerce

71%

CBSE Board

Secondary (Class X)

82%

Skills

PyTorchScikit-learnTensorFlowLangChainLangGraphLangSmithAzure AI FoundryDeep LearningNeural NetworksCNNRNNMulti-Agent OrchestrationAgent Design PatternsMCP Framework & ServersOpenAI APIClaude APIRAG SystemsVector DatabasesPrompt EngineeringLLM Fine-tuningNatural Language ProcessingComputer VisionOpenCVYOLOv8OCRText AnalysisFastAPIRESTful APIsMicroservicesDockerMongoDBMySQLPineconeQdrantChromaDBFAISSVector SearchGitCI/CDModel MonitoringExperimental DesignAblation StudiesReact

Projects

RAFI+: Real-Artifact Injection for Robust and Interpretable Gastrointestinal Endoscopy Classification

Independent research paper and published preprint on Zenodo. Developed real-artifact injection, Artifact-Aware Attention Module, Contrastive Artifact-Invariance Loss, and Lesion Attention Ratio for robust and explainable medical image classification.

Velumo

Production context-aware AI life-management app for tasks, events, goals, finances, and budgets using conversational AI and LLM-driven intent understanding and orchestration. Live on the Apple App Store.

RecallVerse

Production contact intelligence platform unifying phone, LinkedIn, and scanned business cards with RAG-based conversational contact search, AI-assisted messaging, and MCP server integration. Live on the Apple App Store and Google Play Store.

Prism AI

Autonomous AI agent for project and operations management that analyzes Fiverr chats, Microsoft Teams conversations, and Zoom transcripts, automates task tracking and reporting, and generates performance feedback.

Real-Time ANPR System – License Plate Recognition

Real-time vehicle detection and license plate recognition system using YOLOv8, OpenCV, image preprocessing, OCR, validation, and database integration.

Multilingual Medical Research RAG System

RAG system for intelligent retrieval and synthesis of medical research papers, with multilingual support, vector embeddings, and semantic search over medical datasets.