About debayan
I teach machines to understand language, decode 5G signals, and turn raw data into intelligent systems. From research labs at IIT Madras to production-grade LLM pipelines, I engineer the future, one model at a time.
Key Skills
Experience
Jn Llm Engineer
CurrentGitaa
Project Associate As Deep Learning Engineer
Indian Institute Of Technology, Madras
Researched prior work on 4+ ResNet variants and modified the Wide ResNet22 architecture in TensorFlow to achieve optimal performance on Big Data comprising a 4D wireless signal dataset of 80,000+ samples. Optimized the Wide ResNet22 model, reducing training time by 85%(40minutes to 6minutes ETA for each epoch) and improving position accuracy from 10cm to 3.4cm. Successfully established an end-to-end 5G network by integrating open-source OAI L2/L3 with CEWiT’s 5G Core, implementing both PNF and VNF setups using the WLS library.
Research Intern As Deep Learning Engineer
Indian Institute Of Technology, Madras
Reviewed 3 research papers and implemented one of the prescribed CNN architectures (TensorFlow) for beam prediction; fine-tuned layers and filters to improve Top-5 accuracy from 70% to 80%.
Education
Srm University (sri Ramaswamy Memorial University)
Bachelor Of Technology
Srm Ist Chennai
Bachelor Of Technology
Srm Institute Of Science And Technology (srmist)
Bachelors
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Common Questions
What is debayan's expertise?
debayan specializes in LLM Engineer - Remote, with expertise in aiml, communication, data visualization, deep learning, event management.
Where is debayan located?
debayan is based in chingleput, tamil nadu, india.
How much experience does debayan have?
debayan has 6+ years of professional experience.
How can I contact debayan?
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