About
Highly motivated Computer Science student with hands-on experience in AI, NLP, and knowledge distillation, actively seeking roles in LLM-powered application development and backend engineering. Proven ability to fine-tune models, solve complex problems, and build robust systems using Python and Flask, driving innovation in machine learning and scalable solutions.
Work
Bangalore, Karnataka, India
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Summary
Led development and optimization of transformer-based LLMs and knowledge distillation pipelines, enhancing real-time prediction capabilities for NLP tasks.
Highlights
Developed and fine-tuned transformer-based LLMs (BERT, ROBERTa) for commonsense question answering using PyTorch and Hugging Face, advancing model performance for complex NLP challenges.
Implemented knowledge distillation pipelines to transfer performance from large teacher models to smaller student models, optimizing accuracy while significantly reducing inference cost.
Built a local Flask web interface with Bootstrap integration to serve LLMs, enabling real-time predictions and history tracking across various NLP tasks.
Remote, N/A, N/A
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Summary
Gained practical expertise in programming neural networks for image processing and earned multiple Google Developer badges in applied AI/ML.
Highlights
Gained hands-on experience in programming neural networks using TensorFlow for real-world image processing tasks, enhancing practical AI/ML application skills.
Earned multiple Google Developer badges, including Product Image Search, Object Detection, and Image Classification, demonstrating validated applied AI/ML knowledge and expertise.
Volunteer
Green Umbrella Organization
|Volunteer
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Summary
Promoted environmental awareness through social media campaigns and content creation across Instagram and community platforms.
Highlights
Contributed to social media campaigns and content creation across Instagram and community platforms, increasing environmental awareness.
Engaged with community members to promote sustainability initiatives, fostering positive social impact.
Skills
Languages
C, C++, Python, HTML, CSS, SQL.
Frameworks
Transformers, Numpy, Matplotlib, Scikit-learn, Tensorflow, Flask, Bootstrap.
Tools
Git, Github, OpenCV, Jupyter notebooks.