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.
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.