I'm Arvind Murali, a BE Computer Science Engineering graduate (2026) from Sri Sairam Institute of Technology, with dual diplomas from IIT Madras in Programming and Data Science. My research on deepfake detection has been published in IEEE, and I hold a patent in the same domain. I have strong hands-on experience across the machine learning and software development lifecycle — from building predictive models (like a wind speed forecasting pipeline using Random Forest with feature engineering and temporal validation) to deploying them as production-ready APIs. My technical stack includes Python, FastAPI, Flask, Docker, Redis, Celery, and PostgreSQL, giving me a well-rounded foundation across both AI/ML and backend engineering. I care deeply about helping other students and freshers navigate the often confusing and competitive world of tech careers. Having built my own profile from the ground up — balancing coursework, research, patents, and practical projects — I understand what it takes to stand out as a fresher in a crowded job market. On Topmate, I offer career guidance, interview preparation, and mock interviews tailored specifically for freshers and students aiming for roles in AI, Machine Learning, and software engineering. Whether you're figuring out your career direction, preparing for your first technical interview, or simply need honest, practical advice from someone who's recently been through the process — I'm here to help you move forward with clarity and confidence.