Karmesh
Meritia
INFO
Hi, I'm a software engineer. I've completed my B.Tech in Computer Science and Technology at SRM University, where I maintained a GPA of 9.09.
I like to build new projects. For a long time, I believed that completing courses, reading books, and studying PDFs would be enough to master something. But it wasn't until I started creating things myself that I truly understood the power of practical experience. Each project exposed me to new tools, taught me how they function, and showed me how to integrate them effectively. Every entry in my project list represents a step forward a moment where I encountered something new and grew from it.
Looking ahead, I'm planning to pursue a Master's degree with a specialization in Artificial Intelligence/Machine Learning or Robotics. My interest in Machine Learning (ML) has been there for quite a long time now. I've built a strong foundation in Python and completed several beginner level ML projects. I've also taken a course diving into the mathematics behind ML believe me, it was challenging! Yet, that complexity fuels my desire to explore further. The more I learn about ML, the more I realize how vast and intricate this field is, pushing me to dig deeper into its theoretical and practical depths.
EXPERIENCE
Developed secure and scalable API systems by implementing JWT authentication with refresh token mechanisms. Designed and built robust backend services using FastAPI, and established automated email notification workflows through SMTP integration. Managed database schema evolution and migration processes using Alembic, maintaining data integrity across development and production environments. Enhanced chatbot capabilities by integrating Retrieval-Augmented Generation (RAG) architecture, significantly improving conversational accuracy and context relevance.
Collaborated with the Operations Research team to optimize logistics efficiency through innovative strategies, utilizing bin packing algorithms and optimization techniques in Python. Gained hands-on experience in implementing advanced algorithms to solve complex logistical challenges, leading to improved operational workflows.
SKILLS
Technical Skills
- Programming Languages Python, SQL
- Backend Development FastAPI
AI/ML SKILLS
- Machine Learning & AI TensorFlow, Hugging Face, Scikit-learn
- Data Analysis & Visualization NumPy, Pandas, Matplotlib
Tools & Technologies
- Jupyter Notebook
- VS Code
- Git, GitHub
- MySQL Workbench
- Figma
Soft Skills
- Teamwork
- Communication
- Project Management (Agile)
- Coordination
Learning & Building
- Database Management MongoDB (via Amourette)
- Web Development HTML, CSS, JavaScript (via CodeSnippetOrganizer)
- Data Skills Data Cleaning, Transformation, EDA (via Building Energy Efficiency)