Prateek Kumar
Building Fullstack apps, exploring GenAI side quests andother cool things
I'm a full-stack developer bridging AI research and software engineering — from training deep learning models to deploying them in scalable apps with Next.js and Node.js. I build intelligent systems that learn, adapt, and deliver real-world value using NLP, GenAI, and computer vision.
Recent Blogs
Projects
Incoming Cool Projects
Cool projects under construction! They're still in their awkward "just learned to crawl in React" phase, they're growing fast and full of potential! Stay tuned… greatness (and maybe a few bugs) is coming soon.
Experience
BITS Pilani (Goa)
AIML Intern
August 2024 - January 2025
Remote
Tech Stack
PythonTensorflowNumpyPandasMatplotlibLeTeX
Responsibilities
- Accelerated CFD simulation result output from 40 minutes to 4 minutes (10x speedup) using deep learning
- Developed a deep learning ANN model that achieved 98% accuracy.
- Optimized the ANN algorithm to efficiently process 50,000+ data points and improved computational performance.
- Created 12+ data visualizations to track key performance metrics and support data-driven decision-making.
- Collaborated with cross-functional teams to develop real-time API analytics solutions.
- Leveraged Python ecosystem (TensorFlow, Pandas, NumPy) to build efficient data manipulation and analytical models.
Academics
Lakshmi Narain College of Technology
2021-2025
Bachelor's of Technology in Computer Science and Engineering
Bhopal
Grade: 8.75
Key Coursework
Data StructuresAlgorithmsDatabase Management SystemComputer NetworkingMachine LearningDeep LearningImage Processing and Computer Vision
Honors & Awards
- GATE-DA 2024 AIR 6339
- GDSC AIML Lead
- Top 5% in NPTEL Discrete Mathematics
- Achieved 1st Position as team in RGPV Nodels Table Tennis Championship.
St Michael's Higher Secondary School
2020
Class 12th
Satna, Madhya Pradesh
Grade: 82.4
Key Coursework
PhysicsChemistryMathematicsComputer ScienceEnglish
Honors & Awards
- Achieved Zonal Rank of 2 in Science Olympiad
- State Level Table Tennis Player
St Michael's Higher Secondary School
2018
Class 10th
Satna, Madhya Pradesh
Grade: 85.4
Key Coursework
ScienceMathematicsComputer ScienceHindiEnglish
Honors & Awards
- State Level Table Tennis Player
Aditya Birla Public School
2010 - 2016
Primary & Middle School
Kharia Khangar, Jodhpur
Key Coursework
ScienceMathematicsComputer ScienceHindiEnglish
Honors & Awards
- Secured 1st rank consecutively for 3 years in school level Table Tennis.
Piyush Kumar
Team Lead @ Browser Stack
I have know Prateek from 1st year of his B.Tech journey and have mentored him in his development journy, he has been very fast at understanding complex logics of system. The thing which differentiate him is his curiousity and passion for coding. He is flexible in understanding various techs be it Machine Learning, Deep Learning, NLP, Computer Vision and Web development making him a excellent candidate for any project.