Welcome to my GitHub profile! I'm a passionate Data Science and Machine Learning enthusiast currently pursuing my MS in Data Science at the Rochester Institute of Technology. Here's a little bit about me:
- MS in Data Science - Rochester Institute of Technology, NY, USA (Aug 2023 - Present) 🎓
- 🏆 4.0 GPA, Graduate Merit Scholarship Recipient
- Core Courses: Software Construction (Java), Foundations of Data Science and Analytics, Database Design Implementation, Applied Statistics, Software Engineering for Data Science, Self-Adaptive Software Systems with Reinforcement Learning
- PG Certificate in AI & ML - Birla Institute of Technology and Science, Pilani, India (Oct 2021 - Nov 2022) 🧠
- Core Courses: Classification, Feature Engineering, Regression, Text Mining, Unsupervised Learning, Deep Learning and Artificial Neural Networks
- BTech in Electrical & Electronics - Manipal Institute of Technology, India (Aug 2016 - Jun 2020) ⚡
- Automation and Test Engineer at L&T Technology Services, Mumbai, India (Jan 2021 - May 2023)
- 🛠️ Validated BMW Infotainment software systems, boosting defect analysis efficiency by 40% and test automation accuracy by 25%.
- 🚀 Automated 1500+ manual test cases, reducing test cycle time from 160 to 10 hours.
- 📊 Developed Jira and Power BI dashboards for defect tracking, leading to a 5x increase in defect detection.
- Intern at L&T Technology Services, Mysore, India (Sep 2020 - Dec 2020)
- 🚗 Engineered a PoC for smart vehicle collision zone detection, achieving a 30% reduction in potential collision events.
- Head of Operations at MIT Football League, Manipal, India (Aug 2018 - Jul 2019)
- ⚽ Increased player engagement to 250+ players by organizing comprehensive trials and drafts.
- 🏅 Improved matchday experiences for 150+ players and 30 staff by streamlining logistics and coordination.
- 🌐 Expanded league reach by 30% through the MITFL Futsal Challenge, attracting sponsorships and a larger audience.
- Research Intern at Defence R&D Organization, Hyderabad, India (May 2018 - Jul 2018)
- 💣 Analyzed remote firing mechanisms of ballistic missiles, reducing launch time by 20%.
- Reinforcement Learning in Autonomous Driving
- 🏎️ Engineered reinforcement learning algorithms using OpenAI Gym Car Racing, reducing lap completion time by 40%.
- 🤖 Implemented PPO and DQN algorithms, observing agent behavior over extensive training sessions.
- Intelligent Jira Tool: Duplicate Bug Detection using Machine Learning
- 🐞 Created a dataset of 32,000 bug reports and implemented BERT encoding for duplicate detection, reducing resolution time by 40%.
- ⚡ Deployed fastapi webserver for real-time user interaction.
- Fraudulent Job Detection with SVM Model
- 🔍 Analyzed 9000 job postings, identifying fraud patterns and optimizing model training with GridSearchCV.
- Machine Learning: Classifiers, Transformers, Neural Networks
- Artificial Intelligence: NLP, Text Classification
- Statistical Analysis: Applied Statistics, Data Analysis
- Software Development: SDLC, Software Testing
- Data Visualization: Power BI, Matplotlib
- Databases: SQL Server, MySQL, PostgreSQL
- Programming Languages: Python, Java, MATLAB, R
- Tools: Excel, Git, JIRA
- 🤖 Artificial Intelligence & Machine Learning
- 🚀 Autonomous Systems
- 📊 Data Visualization & Analytics
- 🧩 Problem Solving & Algorithms
- ⚽ Football
- 🎧 Music: Rap & Hip-Hop
Thanks for stopping by! Feel free to explore my repositories and reach out if you have any questions or collaboration ideas. 🚀