Discover how Sumit Upadhye transformed from a CSE graduate to a Deep Learning Engineer at Zoho through Logicmojo's comprehensive AI program
Explore JourneyDeep Learning Engineer
From Computer Science fundamentals to advanced Deep Learning applications at one of India's leading tech companies
Completed my Bachelor of Technology in Computer Science and Engineering from D.K.T.E.'s Textile and Engineering Institute, Ichalkaranji with a CGPA of 7.22/10. While I had solid programming fundamentals, I realized that to excel in the AI-driven tech landscape, I needed specialized expertise in machine learning and deep learning technologies.
After researching various AI/ML programs, I chose Logicmojo for their comprehensive deep learning curriculum and hands-on approach. Their focus on practical applications, especially in NLP and speech processing, aligned perfectly with my career aspirations. The structured learning path and industry-relevant projects convinced me this was the right choice.
The 8-month deep learning program was transformative. I mastered neural networks, CNNs, RNNs, and advanced architectures like Transformers. The curriculum covered everything from basic PyTorch programming to complex ASR model development. The project-based learning approach helped me build real-world applications and develop a strong portfolio.
Armed with Logicmojo's training, I secured a position as Assistant System Engineer - Trainee at Tata Consultancy Services, quickly progressing to Machine Learning Engineer. During my 1.5 years at TCS, I worked on predictive modeling, sales data analysis, and gained valuable industry experience. My dedication earned me the TCS Applause Award for excellence in project delivery.
In April 2022, I joined Zoho Corporation as a Deep Learning Engineer, where I currently focus on constructing robust weakly supervised data pipelines and training ASR (Automatic Speech Recognition) models. My expertise in deep learning and NLP, developed through Logicmojo's program, has been instrumental in delivering cutting-edge solutions for speech processing applications.
Comprehensive deep learning and machine learning capabilities developed through Logicmojo's industry-focused curriculum
Expert in designing and implementing neural networks, CNNs, RNNs, and Transformer architectures. Specialized in building scalable deep learning models for production environments.
Advanced expertise in Automatic Speech Recognition systems, speech-to-text models, and audio signal processing. Currently developing cutting-edge ASR solutions at Zoho.
Proficient in NLP techniques including text classification, sentiment analysis, named entity recognition, and language modeling using state-of-the-art transformer models.
Advanced programming skills in Python with extensive experience in PyTorch, Pandas, NumPy, and other essential data science libraries for model development and deployment.
Expertise in constructing robust data pipelines, weakly supervised learning systems, and efficient data processing workflows for large-scale machine learning applications.
Strong foundation in traditional machine learning algorithms, predictive modeling, feature engineering, and model optimization techniques for various business applications.
Key accomplishments and projects that demonstrate the impact of Logicmojo's deep learning training
Leading the development of state-of-the-art Automatic Speech Recognition models at Zoho, focusing on improving accuracy and performance for real-world applications. Successfully implemented weakly supervised learning techniques for speech data processing.
Received the prestigious TCS Applause Award in November 2021 for exceptional hard work and dedication in taking deliverables to closure. Recognized for outstanding contribution to predictive modeling and sales analytics projects.
Designed and implemented robust data pipelines for processing large-scale speech datasets. Developed efficient weakly supervised learning systems that significantly improved model training efficiency and data quality.
Successfully deployed and analyzed predictive models at TCS, providing valuable insights for leadership through comprehensive sales dataset analysis. Improved decision-making processes through data-driven recommendations.
Completed advanced certifications including Neural Networks and Deep Learning from Coursera, and Introduction to SQL from DataCamp. Continuously updating skills to stay current with latest technological advancements.
Built a strong professional network with 500+ LinkedIn connections and 816 followers, actively engaging with the deep learning and AI community. Sharing knowledge and contributing to the growth of the tech ecosystem.
"Logicmojo's Deep Learning program was the catalyst that transformed my career from a computer science graduate to a specialized Deep Learning Engineer at Zoho. The comprehensive curriculum, covering everything from neural network fundamentals to advanced ASR model development, provided me with the practical skills needed for real-world applications. The hands-on projects and expert mentorship gave me the confidence to tackle complex speech processing challenges. The structured learning approach and industry-relevant content enabled me to secure my dream role and excel in cutting-edge AI research. I highly recommend Logicmojo to anyone serious about building a career in deep learning and AI."
Stay updated with my latest work in deep learning, ASR development, and AI innovations at Zoho
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