Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
projects
CrisisCast
Developed a end-to-end real-time pipeline that ingests social signals from Reddit and Google, classifies posts using a fine-tuned LLM, and visualizes crises on a dynamic dashboard. Leveraged Kafka, PySpark, FastAPI, MongoDB, and Qdrant for scalable processing and semantic search.
Parameter-Efficient Transformer
Fine-tuned RoBERTa-base on AG News using LoRA to train just 0.4% of parameters, achieving 92.3% accuracy in 3 epochs. Reduced GPU memory by 50% and enabled scalable deployment under 5 min/epoch.
Time Banking
Built a Django-based service marketplace where users exchange time and quality as currency. Designed a responsive UI using HTML, CSS, and JavaScript for cross-platform use. Implemented RESTful APIs for backend logic and integrated CI/CD pipelines via GitHub Actions, achieving 85% test coverage. Followed Agile/Scrum practices to ensure reliable delivery and iterative development.
Efficient Deep Learning with Narrow ResNet-18
Built a compact and high-performing image classification model using a width-scaled ResNet-18 architecture on the CIFAR-10 dataset. Optimized for efficiency by reducing model size under 5M parameters and incorporating Cutout augmentation, label smoothing, and cosine annealing learning rate scheduling. Achieved 95.5% test accuracy in 250 epochs while significantly lowering memory and compute requirements, making it suitable for edge deployment.
Comparative Analysis of LLMs
Implemented BERT and GPT from scratch, fine-tuned on WikiText, SQuAD, and CNN/DailyMail. Achieved 1.67 (BERT) and 2.97 (GPT) loss, highlighting strengths in QA and summarization with modular inference pipeline.
publications
Precision Farming Methods Using Machine Learning
Published in ICESTM, 2024
Proposed a hybrid ML model for crop recommendation, improving prediction accuracy and yield optimization.
Recommended citation: Pawar, T. (2024). "Precision Farming Methods Using Machine Learning." ICESTM.
Download Paper
talks
Talk 1 on Relevant Topic in Your Field
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This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.