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219 | 219 | education: Integrated Dual Degree (B.Tech & M.Tech) in Data Science & Biological Engineering, IIT Madras, India (2024)
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220 | 220 | active: 1
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221 | 221 |
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| 222 | +- name: Aditya Pandey |
| 223 | + photo: Aditya.jpeg |
| 224 | + info: "Google Summer of Code 2025 Contributor" |
| 225 | + |
| 226 | + education: "Bachelor of Technology, Birla Institute of Technology, Mesra, India" |
| 227 | + github: "https://github.com/AdityaPandeyCN" |
| 228 | + www: "https://adityapandeycn.github.io/personalblog/" |
| 229 | + active: 1 |
| 230 | + linkedin: "https://www.linkedin.com/in/aditya-pandey-019482200/" |
| 231 | + projects: |
| 232 | + - title: "Using ROOT in the field of genome sequencing" |
| 233 | + status: Ongoing |
| 234 | + description: | |
| 235 | + This project aims to advance genomic data management by implementing ROOT's |
| 236 | + next-generation RNTuple format for sequence alignment storage. Beginning |
| 237 | + with validation of previous GeneROOT benchmarks showing 4x performance gains |
| 238 | + with TTree, we will then extend these capabilities with RNTuple technology. |
| 239 | + Genomic sequencing data volumes are growing exponentially, creating performance |
| 240 | + bottlenecks in traditional formats.RNTuple's improved memory mapping, type |
| 241 | + safety through templated interfaces, and parallelization capabilities position |
| 242 | + it as an ideal solution. |
| 243 | + We will systematically compare compression algorithms, implement file splitting |
| 244 | + strategies, and benchmark against established formats.Additionally, I will |
| 245 | + analyze the latest compression strategies implemented by samtools and incorporate |
| 246 | + these techniques into the project to ensure comprehensive coverage of state-of-the-art |
| 247 | + genomic data compression approaches. |
| 248 | + The project will deliver optimized tools for handling rapidly growing genomic datasets, |
| 249 | + potentially establishing a new standard for high-performance genomic data analysis. |
| 250 | + proposal: /assets/docs/Aditya_Pandey_GSoC2025.pdf |
| 251 | + mentors: Martin Vassilev, Jonas Rembser, Fons Rademakers, Vassil Vassilev |
| 252 | + |
222 | 253 | - name: "This could be you!"
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223 | 254 | photo: rock.jpg
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224 | 255 | info: See <a href="/careers">openings</a> for more info
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