Cryo-EM Resolution Improvement through Enhanced Deep Learning Methods
Summary
Tech Stack: Python, PyTorch, TensorFlow, 3D U-Net, GANs, DeepEMhancer, FSC, SGD
About
I'm a final-year B.Tech student at IIIT Delhi, majoring in Computer Science and Biosciences, with a strong foundation in systems programming, distributed computing, and deep learning. I recently interned at Google, where I engineered a migration tool that streamlined IAAS-to-SAAS transitions—earning a Pre-Placement Offer for the impact delivered.
My interests lie at the intersection of high-performance computing and applied machine learning. I've led deep learning research in cryo-EM resolution enhancement using GANs and 3D U-Nets, and actively pursue challenging programming contests. Notable achievements include a Global Rank 1 in Codechef’s March Long One 2022, ICPC Regionals Honorable Mention, and qualification for Meta Hacker Cup Rounds 2 in both 2022 and 2023.
Proficient across a diverse tech stack—Python, C++, Go, GCP, TensorFlow, PyTorch, Rust, and more—I combine practical software engineering experience with a research-oriented mindset. I'm driven by solving real-world problems through scalable, efficient systems and collaborative innovation.
Work
Software Engineer Intern
Summary
Tech Stack: Python, Go Lang, gRPC, REST APIs, GCP (Google Cloud Platform)
Highlights
Developed a migration tool to streamline the transition from IAAS to SAAS, reducing network calls from 3 to 1 and eliminating manual VM migration, improving operational efficiency.
Designed the tool to support multiple workload projects, reducing manual effort by 90%+ and significantly enhancing scalability and customer experience.
Secured a Pre-Placement Offer (PPO) for the work done.
Education
IIIT Delhi
BTech
Computer Science and Biosciences
Grade: 8.37
Army Public School, Lucknow
Standard 12th, CBSE
Science
Grade: 94.8%
Awards
ICPC Amritapuri 2022 Qualifier Round
Awarded By
ICPC
India Team Rank 31 (College Rank 1): ICPC Amritapuri 2022 Qualifier Round; selected for Regionals. - Certificate Honorable Mention, ICPC 2022 Asia Amritapuri Doublesite Regional Contest. - Certificate
Meta Hacker Cup
Awarded By
Meta
Global Rank 1,019, Qualified for the 2nd Round in 2023 Meta Hacker Cup. - Certificate Global Rank 2,989, Qualified for the 2nd Round in 2022 Meta Hacker Cup. - Certificate
Online Coding Platforms
Awarded By
Various
Max. rating of 1559, Specialist-level programmer on Codeforces. Profile - Prem.kjain Max. rating of 1705, 3-Star level programmer on Codechef. Profile - pj_2103 Max. rating of 1634, Gradient-level programmer on Leetcode. Profile - premkjain
Online Coding Contests
Awarded By
Various
Global Rank 1, March Long One 2022 on Codechef. - Leaderboard 5th Global Team Rank in ProSort Euler 2023, a mathematically intensive programming contest hosted by IIIT Delhi. -Leaderboard 2nd Rank in ProSort[102] among the B.Tech 2025 batch, a competitive programming contest conducted by FooBar, the Competitive Programming Club of IIIT Delhi. - Leaderboard
JEE Main exam
Awarded By
JEE
Qualified JEE Main exam with All India Rank 7593 (99.27 %ile) amongst 1.1 million aspirants. - Score Card
Skills
Technical Skills
GCP, Linux, CUDA, Low-level optimisation, Web Deployment, CI/CD Pipelines, AWS, MongoDB, Tensorflow, Numpy, Qiskit, MLOps.
Languages
C++, Python, C, Java, Go, Kotlin, SQL, Bash, JavaScript, TypeScript, Rust, R.