Karthik ambati
Open to work0 years experienceSoftware Engineer
Computer Science graduate and certified ServiceNow developer.
Standing Rank
Rank Not Available
Developer Badges
No badges earned yet
Skills & Technologies
45 skillsWork Experience
Work Experience Not Populated
Professional job history, career timeline, and previous industry roles will show here once linked or added.
Projects
AI-Powered PDF Question Answering System
- Built a Retrieval-Augmented Generation (RAG) application using Python, Flask, LangChain, FAISS, and Gemini API.
- Implemented document chunking, vector embeddings, semantic search, and context-aware response generation.
- Developed REST APIs enabling secure communication between frontend and backend and integrated a responsive frontend for real-time document querying.
Glacier Growth Detection and Risk Assessment System
- Developed an image processing pipeline using Python and OpenCV for automated temporal image comparison.
- Implemented segmentation models and optimized data preprocessing workflows for improved inference accuracy.
- Built an interactive Streamlit dashboard for visualization and decision support.
Brain Tumor Detection and Classification
- Designed and evaluated deep learning architectures (YOLOv5 + CNN ensemble) for multiclass classification, analyzing model performance tradeoffs across accuracy, latency, and generalization where YOLOv5 for tumor localization and CNN models for multi-class classification from MRI scans
- Implemented preprocessing pipeline (normalization, noise reduction) improving model accuracy by 12% over baseline
College Management System
- Developed a full-stack MVC web application using React.js and Django with CRUD operations for student records, attendance, examinations, and fee management.
- Developed RESTful APIs for API integration between the React frontend and Django backend, enabling secure and scalable communication.
- Implemented authentication and role-based authorization using Django’s authentication framework to secure application access.
- Used Git for version control and followed Agile development practices throughout the software development lifecycle.
Leaderboard Standings
Leaderboard Position Pending
Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.
Assessment Highlights
Assessments Not Completed
Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.
AI Collaboration Score
AI Collaboration Score Pending
Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.
Role Compatibility Profile
Role Compatibility Analysis Pending
Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.
Achievements
Research Paper Presentation
Research Paper Presentation: “Glacier Growth Detection and Risk Assessment System using YOLOv8-Segmentation”, ICCIET 2026 (CRC Press, Taylor & Francis)
About Details
Professional Bio
Computer Science graduate and certified developer with hands-on experience across full-stack web development, backend engineering, REST API design, and AI-driven solutions. Proficient in Python, Java, JavaScript, React.js, Django, SQL, and cloud/DevOps tools.
B.Tech in Computer Science and Engineering in Computer Science and Engineering
SRM Institute of Science and Technology (2022 - 2026)