I’m an AI/ML Engineer with 4+ years of hands-on experience building intelligent systems across GenAI, Deep Learning, partially on Speech and vision models. From research at IIT Guwahati to production ML systems, I’ve learned that building AI is more than understanding models.. it’s about solving real problems and shipping reliable systems. Through Topmate, I help aspiring AI/ML engineers with career guidance, project reviews, AI roadmaps, interview preparation, and practical advice on building production-ready AI projects. I also run RESNUR AI, a free community focused on making AI learning simpler, practical, and accessible. If you're serious about building a career in AI, let's talk.