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Full Stack Engineer with 1+ years in Next.js, AI/ML, and DevOps.
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Assessing your cultural and operational fit
Full-stack and AI/ML engineer with 1.2 years of experience in developing scalable applications and AI pipelines. Proven ability to lead frontend development, build secure backend APIs, and implement CI/CD with expertise in cloud platforms. Passionate about leveraging AI for data visualization and real-time synchronization.
National Institute of Engineering, Mysore
B.E. · Information Science & Engineering
August 1, 2022 – June 30, 2026
Medicodio AI-powered Medical Coding SaaS
Software Engineer Intern
August 1, 2025 – March 1, 2026
Bengaluru, Karnataka, India
Minervaa
Full Stack Engineer
June 1, 2024 – November 1, 2024
Mysore, Karnataka, India
VectorSync - Real-Time RAG Synchronization Engine
June 11, 2026 – Present
• Architected modular RAG sync library using Adapter Pattern for seamless multi-provider support (OpenAI, Gemini, Ollama) and pluggable vector databases. • Built real-time sync engine on MongoDB Change Streams for sub-second indexing, capturing updates made outside the application layer. • Cut cloud embedding costs by 40% through field-level change detection, skipping regeneration for non-semantic updates (timestamps, counters). • Developed stateful retrieval engine with session history and tunable similarity thresholds, reducing hallucinations in multi-turn conversations.
View ProjectDashboard AI – AI-Powered Data Visualization
June 11, 2026 – Present
• Architected a 4-layer AI pipeline converting natural language to interactive dashboards using RAG-based schema intelligence and generative SQL, cutting creation time from hours to seconds. • Engineered graph-based BFS algorithm solving the "Bridge Table Problem" across 500+ table schemas with <5ms overhead for accurate multi-table JOINS. • Built generative UI engine that auto-selects optimal Recharts visualizations from SQL result shapes; boosted SQL accuracy using O(1) enum detection via PostgreSQL pg_stats. • Integrated Pinecone with multilingual-e5-large embeddings for scalable semantic search over AI-enriched schema metadata.
View ProjectCollege Marketplace Platform – S-OLX
June 11, 2026 – Present
• Built college-exclusive marketplace with college-email verification, user review system, and RESTful APIs with JWT auth and secure session management. • Containerized full stack with Docker; deployed backend on AWS EC2 with Nginx reverse proxy and Cloudflare for edge caching and DDoS protection. • Migrated to Azure Kubernetes Service (AKS) with 2 replicas per service, Application Gateway Ingress Controller, and automated TLS via cert-manager & Let's Encrypt for 99.9% uptime.
View ProjectIBM Cloud Computing Fundamentals
Coursera
June 1, 2026 – Present
Cultural Fit Analysis
The candidate demonstrates a strong cultural fit for an innovative and fast-paced environment, particularly in AI-driven product development. Their diverse project portfolio, ranging from AI-powered data visualization to real-time RAG synchronization and a marketplace platform, shows adaptability and a broad interest in modern technologies. Involvement in open-source contributions and mentoring further indicates a collaborative mindset and a willingness to contribute to the broader tech community. The target role of Full Stack Engineer aligns well with their demonstrated full-stack capabilities and AI/DevOps expertise.
Soft Skills & Operational Fit
The candidate's project descriptions highlight strong problem-solving skills (e.g., 'Bridge Table Problem', 'field-level change detection'), and an ability to work on complex, multi-faceted systems. Their involvement in mentoring and hackathons suggests leadership potential and a collaborative spirit. The detailed descriptions of architectural decisions and impact (e.g., 'cutting creation time from hours to seconds', 'boosted SQL accuracy') indicate a results-oriented approach and strong communication of technical achievements.