I’m a Senior ML Engineer at Lyric and an IIT Kharagpur graduate, with 6+ years of building ML that runs in production. I started in consulting at ZS, where I automated 75% of a client’s document processing with NLP pipelines at 95% accuracy. I then moved to Zype, a fintech lender, and built fraud and risk models as a Senior Data Scientist. At Mechademy, I worked on ML for turbomachinery in large manufacturing plants, and I hired and mentored interns who went on to full-time ML roles. At Lyric, where I am now, I took a forecasting system from scratch to production in 7 weeks and later made it 5× faster. That work also helped my team reach the top 1% of 5,500+ teams on a global ML benchmark. I can help you get into ML and grow there, from your roadmap and resume to mock interviews. Start with the free discovery call. Not sure where to start? Book the free 15-minute discovery call.