Himalayan Explorer's App
A comprehensive trek management application designed for the Himalayan Explorer's Club to organize and track expeditions.
Building Intelligent Systems with AI & ML
Data scientist by craft, problem-solver by mindset.
Hey theređź‘‹! I'm
Deepak Sharma
I'm |
About Me
Hello everyone đź‘‹, I am Deepak Sharma - blending data science, problem-solving, and an endless curiosity for AI. I turn data into stories, predictions, and scalable solutions. I am deeply curious about the emerging technologies and always looking for new opportunities to learn and grow. Currently exploring the AI-world and deploying machine learning for financial use-cases.
Apart from this, I love playing chess, listening to music, writing blogs, reading books, dancing, and watching anime.
My Tech Stack
Hadoop
Spark
Kafka
Hive
Python
C++
SQL
Bash
R
Dask
Git
Jupyter Notebook
Keras
NLP
PyTorch
TensorFlow
Scikit-learn
NumPy
Pandas
Matplotlib
OpenCV
My Education
2020 - 2024
IIT Roorkee
Bachelors in Mechanical Engineering
with Honors Minor in Computer Science
CGPA: 8.71
Relevant Coursework
Data Structures & Algorithms
Machine Learning and Deep Learning
Computer Networks
Programming in C++
Numerical Methods
Product & Process Optimization
Data Mining for Business Intelligence
Database Management
Operating Systems
Statistics & Probability
Linear Algebra
Professional Experience
Data Scientist
American Express
- Developing scalable frameworks and procedures for machine learning models for financial risk assessment and risk mitigation and fast-trak the model certification and validation process.
- Collaborating with cross-functional teams to deploy data-driven solutions into production environments.
- Optimizing data pipelines and enhancing model performance using advanced statistical techniques.
- Awarded “Analyst of the Quarter” for successfully closing the memo on identified discrepancies in the default values of hyperparameters used during hyperparameter tuning of models.
- Conducting in-depth data analysis to derive actionable insights for business strategy.
Research Experiences
Bachelor's Thesis
MIED, IIT Roorkee
Roorkee, India
Aug 2023 - Apr 2024
- Predicted fatigue of NACA-0012 airfoil usinh a hybrid framework of multi-kernel neural networks and ARX algorithm.
- Increased the computational efficiency by 62.5% compared to conventional CFD simulations.
- Implemented Fast Fourier Transform (FFT) for signal processing and analysis and SMOTE for handling imbalanced datasets.
- Conducted thorough literature reviews and came to this innovative architectural framework, achieving a 0.05% NRMSE in fatigue prediction.
IRES Intern
IIT Mandi, NYU Tandon School of Engineering
Hybrid
Jun 2023 - Aug 2024
- Predicted mechanical properties of 3D-printed parts with Lasso, SVR, ANN, Random Forest, and XGBoost, achieving a minimal error rate of 2.977% and Adjusted-R2 value of 0.975.
- Performed intensive lab experiments on screen printing, laser printing, and image processing.
Research Intern
ECE, IIT Roorkee
Remote
May 2023 - July 2023
- Conducted research on domain adaptation of equipment fault detection under Prof. Sparsh Mittal, IIT Roorkee.
- Classified motor bearing faults with 94.50% accuracy working on different RPM and load conditions using DNN and Domain Adaptation technique.
- Implemented Gramian Angular Field, MFCC, and Mel-Spectrogram for converting Time-Series data to 2D Images for better feature representation.
- Applied Wasserstein Loss to reduce domain shift achieving 91.5% accuracy.
Featured Projects
Interview Learning Platform
An interactive platform designed to assist users in preparing for technical interviews with curated resources.
Data Processing Pipeline
A robust data engineering pipeline for efficient processing, transformation, and management of large datasets.
Conway's Game of Life
A Python implementation of the famous zero-player game, demonstrating cellular automaton simulation rules.
ASCII Art Generator
A creative tool written in Python that converts standard images into detailed ASCII art representations.
Lorenz Attractor
A visualization project demonstrating the chaotic behavior of the Lorenz Attractor system.
My Notable Achievements
2022
NSS Road Safety Ideathon
Secured 3rd Position out of 100+ teams in case study ideathon organized by NSS, IIT Roorkee for innovative use-case of emerging technologies in road-safety.
2022 & 2023
IITR Heritage Excellence Award
Consistently maintained top academic performance alongside excellent contributions to the extra-curricular activities throughout the year.
2024
Open Source
Selected for the Girlscript Summer of Code 2024.
2023
AWS Certified
AWS Certified Machine Learning Specialty credential holder.
2025
Analyst of the Quarter Award
Recognized as Analyst of the Quarter at American Express for my contribtuions towards the orgainization.
2023
PDU Scholarship
Received PDU Scholarship for achieving State rank 7 in Rajasthan State in State Talent Search Examination.
2020
JEE Mains 2020
Achieved 99.82 percentile in JEE Mains 2020 among over 1.5 million applicants across the nation.
2020
Mr. Farewell
Received the Mr. Farewell award for outstanding performance throughout my academic journey in high school, exceptional performance in extra-curricular activities and the farewell ceremony.
Get In Touch
Have a project in mind or just want to say hi? Feel free to send me a message.