Rijusmit Biswas
Undergraduate Researcher @Midas Multimodal Digital Media Analysis Lab
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WORK HISTORY
Undergraduate Researcher @Midas Multimodal Digital Media Analysis Lab
New Delhi, IN
Led the pretraining and benchmarking of lightweight LLMs optimized for specialized tasks across healthcare, legal, and technical domains. Focused on maximizing performance-to-cost ratio through careful dataset curation, architecture tuning, and efficient training strategies. Evaluated model effectiveness on standard NLP benchmarks (e.g, QA, NER, summarization) with an emphasis on minimizing compute requirements while preserving high accuracy.This work contributes to making AI more accessible and deployable in constrained environments such as mobile devices, embedded systems, and low-latency applications.
EDUCATION
Indraprastha Institute of Information Technology, Delhi
Bachelor of Technology - BTech, Computer Software Engineering
ABOUT RIJUSMIT BISWAS
Senior at | Web Development & Machine Learning Enthusiast | Aspiring Machine Learning EngineerI\'m a third-year undergraduate at deeply passionate about Full-Stack Web Development and Machine Learning, with hands-on experience in building scalable, impactful projects across both domains. I actively work on advanced projects involving LLM pretraining, real-time data visualization, and domain-specific AI applications, combining both frontend elegance and backend intelligence.My skillset spans:Full-stack development using React.js, Remix.js, Tailwind CSS, and GraphQLBackend engineering with microservices, modular codes, agentic ai, and so much more. Machine Learning & Deep Learning with a focus on custom model training, multi-modal AI, and spatial data analysisSome of my recent highlights:Pretrained and benchmarked compact LLMs (<1B parameters) for efficient deployment in edge scenariosWorked on multimodal sarcasm explanation models using custom NLP and vision architecturesDesigned secure, scalable user profile systems and full-featured platforms like DreamDot, a creator-focused social media marketplaceI believe in learning by building. Every project I take on is a step forward in mastering the art of combining data, design, and intelligence. Explore more on my website — let\'s connect!
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