I'm passionate about using data, mathematics, and technology to solve real-world problems. With hands-on experience in web development, modern frameworks, and deep learning, I specialize in creating seamless web experiences and conducting impactful research in super-resolution and climate AI.
📍 Based in: Bhopal / Lucknow, India
💼 Portfolio: tanishqsharma.vercel.app
📧 Email: tanishq22@iiserb.ac.in
💬 LinkedIn: linkedin.com/in/tanishq-sharma-iiser
💻 GitHub: tanishqsharma2022
- 🧠 Unsupervised Domain Adaptation for Super-Resolution
Adapting SRResNet trained on RainNet (USA) to the Himalayan region using adversarial feature alignment and perceptual loss — targeting unpaired climate downscaling without high-resolution labels. - 🤖 Building a Custom AI Agent
Developing an intelligent AI assistant that can autonomously perform tasks like data fetching, document summarization, and pipeline execution — inspired by frameworks like LangChain and AutoGen.
Languages: HTML, CSS, JavaScript, TypeScript, C, Python, SQL
Frameworks: React.js, Next.js, Express.js, TailwindCSS, Flask, FastAPI
Databases: MongoDB, Supabase, MySQL
Libraries: Mongoose, Prisma, Scikit-learn, OpenCV, PyTorch, GeoPandas, NetCDF, Pandas, Matplotlib
Tools: Git, GitHub, Postman, Vercel, Shopify, Figma
- PrecipFormer: Efficient Transformer for Precipitation Downscaling – WACV 2025 Paper
- RainNet-based SR Models: Implemented SRCNN, SRResNet from scratch on climate data.
- Zenith UI: UI component library for fast React dev – Site
- Document Keeper: Personal document cloud with highlights and annotations.
- E-Commerce Platform: Built with Next.js, MongoDB, Stripe for IISER merch sales.
- Van Vihar App: Flutter quiz + Next.js dashboard, showcased to VanMela Governor.
- HEp-2 Cell Classification: Biomedical image classification research – GitHub
- DeepFake Face Detection: ML classifiers on facial forgery detection – Report
Indian Institute of Science Education and Research (IISER), Bhopal
BS in Data Science and Engineering (2022–Present)
CGPA: 7.55
Data Structures • Linear Algebra • Machine Learning • Deep Learning • NLP • AI • Discrete Math • Signals & Systems • Computer Vision
