Amrutha K
Open to work0 years experienceSoftware Engineer
Computer Science student with experience in software engineering, data pipelines, and AI/ML.
Standing Rank
Rank Not Available
Developer Badges
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Skills & Technologies
27 skillsGitHub Activity Evidence
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Work Experience
Software Engineering Intern
PCS
- Developed an end-to-end telemetry anomaly detection pipeline using Python, SQL, Pandas, and NumPy to process 10K+ flight sensor records, reducing manual anomaly detection effort by 40%.
- Built modular preprocessing, feature engineering, and visualization workflows using Matplotlib and Plotly, improving detection accuracy by 25% and reducing investigation time by 30%.
- Automated ingestion pipelines with Bash and SQL Server, while monitoring deployed systems to improve operational reliability of live telemetry services.
Co-Op Intern
Itron
- Automated large-scale data transformation by writing Python scripts that converted 5,00,000+ meter records into structured XML files,increasing processing efficiency and reducing manual workload by 80%.
- Enhanced platform stability by performing 300+ regression, sanity, and functional test cases across TA and GDS tenants, identifying critical defects that contributed to a reduction in recurring UI/API issues.
- Implemented an Isolation Forest–based anomaly detection model that analyzed 50,000+ consumption readings and successfully supported early-stage AI integration for predictive analytics.
Projects
InsightCart AI - GenAI E-Commerce Insights
- Built AI-powered analytics platform using Python, Streamlit, Pandas, and LLM APIs; accelerated insight retrieval by 70% across 100k+ records.
- Implemented RAG pipeline using Sentence-Transformers + FAISS with 40% higher retrieval accuracy.
- Created 15+ Plotly dashboards for revenue, customer segmentation, and demand forecasting.
AI Agent Benchmark for Intelligent Email Triage and Prioritization
- Developed a real-world benchmark for AI agents to manage corporate inboxes through email classification, prioritization, response drafting, and critical issue escalation.
- Created realistic email workflow simulations with automated evaluation metrics for reasoning, context understanding, and decision-making performance.
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
Competitive Programming
Solved 500+ LeetCode problems; Top 6.3% in Biweekly Contest.
Technical Writing
Published 10+ AI/ML and System Design articles on Substack.
About Details
Professional Bio
Computer Science student with experience in software engineering, data pipelines, and AI/ML. Skilled in Python, SQL, and full-stack development with a focus on building efficient, scalable systems. Passionate about AI integration and technical problem-solving.
B.Tech in Computer Science and Engineering
Indian Institute of Information Technology Nagpur (IIITN) (2022 - 2026)