cv
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Basics
| Name | Libin N George |
| Label | Software Engineer |
| libinngeorge@gmail.com | |
| Phone | +1-520-535-7892 |
| Url | https://libin-n-g.github.io/MyProfile/ |
| Summary | A versatile Software Engineer with a strong foundation in machine learning, distributed systems, and IoT. Proficient in developing scalable applications, optimizing performance, and implementing innovative solutions across healthcare, traffic management, and financial systems using Python, GoLang, Java, and modern frameworks. |
Work
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2022.03 - 2024.08 Software Engineer
VMware Software India Private Limited (VMware by Broadcom)
Developed and optimized backend systems using Python Django and GoLang Beego frameworks, focusing on API performance, data caching, and distributed logging.
- Converted APIs from Python Django to GoLang Beego, enhancing performance while maintaining behavior.
- Implemented distributed logging and error capture for upgrade workflows with context tracking.
- Created unit tests using MockGen and sqlMock for GoLang applications.
- Debugged performance issues related to race conditions, API performance, and data caching.
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2019.05 - 2022.02 Senior Associate - Software Engineer
ITS Planners and Engineers
Designed and developed IoT and traffic intelligence solutions, including Python frameworks, Java adapters, and gRPC APIs for urban traffic management systems.
- Developed a Java adapter to read data from multiple IoT detectors (e.g., RTEM loop, radar, laser) simultaneously.
- Created RMI APIs in Python and Java for sharing UTMC live and static data.
- Designed a Python framework for Traffic Intelligence Module with flexible submodules.
- Developed gRPC and FAST APIs for UTMC data sharing.
- Designed algorithms for tracking travel time and ETA for public transport using live GPS data.
- Formalized Python coding and documentation standards company-wide.
- Mentored interns on video-processing projects using Non-Max Suppression for vehicle detection.
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2018.05 - 2018.07 Summer Intern
Timken Engineering and Research India Private Limited
Contributed to the development of a web-based Seal Selection Tool using .NET technologies.
- Worked on ASP.Net MVC, C#, jQuery, TFS 2015, SQL Server 2014, and SQL SSIS Package.
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2017.05 - 2017.07 Software Intern
Hamon Technologies LLP
Developed Python applications and ported the psutil library to C for cross-platform compatibility.
- Replaced UZBL with pygame, adhering to PEP-8 standards.
- Ported psutil to C (cpslib) for Windows and Linux, including unit tests.
Volunteer
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2015.08 - 2019.06 Volunteer Teacher
National Service Scheme (NSS)
Taught students as part of NSS community service activities.
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2015.08 - 2019.06 Workshop Volunteer
IIT Palakkad
Volunteered in workshops for Linux installation and Free and Open Source Software (FOSS).
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2015.08 - 2019.06 System Administration Support Team Member
IIT Palakkad
Provided system administration support for the IIT Palakkad Computer Lab.
Education
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2023.08 - 2025.05 -
2015.08 - 2019.06 Bachelor of Technology (with Honours)
Indian Institute of Technology Palakkad
Computer Science and Engineering
-
2013.04 - 2014.03 Class XII CBSE-AISSCE
Jawahar Navodaya Vidyalaya, Kollam
Science
- Physics
- Chemistry
- Mathematics
- Biology
- English
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2011.04 - 2012.03 Class X CBSE
Jawahar Navodaya Vidyalaya, Kollam
General
- Mathematics
- Science
- Social Science
- English
- Hindi
Skills
| Programming Languages | |
| C | |
| C++ | |
| C# | |
| Java | |
| Python | |
| GoLang | |
| R | |
| Haskell | |
| PHP | |
| HTML | |
| CSS | |
| SML | |
| C CUDA | |
| HackLang | |
| Lua | |
| SQL |
| Tools and Technologies | |
| GIT | |
| MATLAB | |
| MySQL | |
| MariaDB | |
| MongoDB | |
| PostgreSQL | |
| SQL Server 2014 | |
| Visual Studio | |
| Business Intelligence Development Studio (BIDS) | |
| Emacs | |
| Vim | |
| R Studio | |
| LaTeX | |
| SSH | |
| Nginx | |
| Docker | |
| Docker Swarm | |
| Kubernetes | |
| AWS | |
| Google Colab | |
| TensorFlow | |
| PyTorch |
| Frameworks | |
| .NET | |
| ASP.Net MVC | |
| Laravel | |
| Python Django | |
| GoLang Beego | |
| MicroServices Architecture |
| Operating Systems | |
| Linux (Ubuntu) | |
| Windows |
Interests
| Hobbies | |
| Solving Puzzles | |
| Reading Books |
Projects
- 2025.01 - 2025.05
Self-Supervised 3D Human Pose Estimation
- Conducted ablation study and contributed to model architecture design.
- Evaluated performance using MVOR dataset.
- 2025.01 - 2025.05
Wheezing Sound Classification Using Self-Supervised Learning
- Implemented techniques to extract representations from unlabeled audio data.
- Improved classification accuracy for healthcare applications.
- 2024.08 - 2024.12
Multilabel Emotion Detection System using Neural Networks
- Used pre-trained GloVe embeddings, LSTMs, and CNNs for classification.
- Evaluated performance using micro F1 score.
- 2024.01 - 2024.05
Loan Default Prediction Using Machine Learning
- Applied Gradient Boosting, Logistic Regression, and LDA with hyperparameter tuning.
- Optimized recall and precision using PR curve analysis.
- 2018.08 - 2019.04
Secure Linux Voice Command Controller
- Explored Voice Activity Detection, Speech Recognition, and Speaker Recognition.
- 2018.01 - 2018.12
MASTI - Messenger Application for Student-Teacher Interaction
- Implemented Delegation, Singleton, and Chain of Responsibility design patterns.
- Learned software development cycle and architectural design.
- 2017.08 - 2018.08
Hospital Billing Manager
- Managed prescriptions, bills, and account statements with government fund integration.
- 2017.08 - 2017.09
Document Summarizer
- Creates a short summary for a given document using Text Rank Algorithm for finding the summary for a given document.
- 2018.03 - 2018.04
Interactive Classroom over the Network
- Implemented screen sharing, messaging, and video calling using RTP and RTSP.
- 2015.08 - 2015.12
Minesweeper-CLI
- Applied software design strategies including architectural and data design to create a Minesweeper based on CLI.