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Software Engineer with 3+ years in Backend, Distributed Systems & AI.
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Assessing your cultural and operational fit
Software engineer who translates complex business problems into scalable software solutions, with 2+ years at Zoho Corporation and hands-on production systems. Currently at the frontier of agentic AI building multi-agent systems, LLM-powered runtimes, and AI-native backends that merge classical engineering with intelligent automation.
Sivasubramaniya Nadar College of Engineering
M.E. · Computer Science
July 1, 2024 – March 1, 2026
National Engineering College
B.E. · Computer Science
June 1, 2019 – August 1, 2023
Gramkuruvi (Fintech Startup)
Software Engineer (Founding Team)
June 1, 2025 – Present
Chennai, Tamil Nadu, India
Zoho Corporation
Member of Technical Staff
April 1, 2022 – March 1, 2024
Chennai, Tamil Nadu, India
Speculative Agent Execution Engine for Low-Latency LLM Systems
January 1, 2026 – June 1, 2026
Architecting a low-latency agentic runtime with intent prediction and multi-agent orchestration that initiates speculative retrieval, reasoning, and tool execution before query submission, reducing end-to-end response latency for LLM-powered applications. Building specialized planning, retrieval, reasoning, and verification agents capable of precomputing candidate responses with adaptive caching via Redis, evaluating system performance through intent prediction accuracy, cache hit rate, and inference cost optimization across diverse query workloads.
View ProjectAgentic Teacher-Student Framework for Text-to-GraphQL Generation
July 1, 2025 – June 1, 2026
Developed an agentic teacher-student framework that leverages Gemini 2.5 Flash to generate schema-aware synthetic training data from the Spider benchmark, increasing training data coverage by 3x and improving query generalization across unseen schemas. Fine-tuned and evaluated LLaMA 3.1 8B using execution-based feedback with Hasura GraphQL, achieving 90+% execution accuracy and reducing invalid query generation by 40% compared to the baseline model.
Finance Management Platform
July 1, 2025 – June 1, 2026
Built a full-stack finance management platform that digitized manual loan operations by centralizing customer records, EMI schedules, payment history, and document management – reducing record lookup time by 80% and cutting manual data entry effort by 60% across daily operations. Developed automated payment tracking and real-time business dashboards that surfaced unpaid dues, defaulter patterns, and hidden financial gaps previously invisible in manual records – improving due collection efficiency by 70% and enabling same-day decision-making on outstanding balances and high-risk accounts.
LeetCode 400+
LeetCode
June 1, 2026 – Present
Google Coherent H2K Skill APAC Certification
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's project diversity, ranging from fintech platforms to advanced AI research (LLM systems, agentic frameworks), indicates a broad interest and adaptability. Their involvement in a founding team at a fintech startup and prior experience at Zoho Corporation suggests a blend of entrepreneurial drive and structured development experience. The academic projects align well with cutting-edge AI/ML trends, demonstrating a continuous learning mindset and a strong fit for innovative, technically challenging environments.
Soft Skills & Operational Fit
The candidate demonstrates strong project leadership, problem-solving capabilities, and a results-oriented approach, as evidenced by quantifiable achievements in reducing operational errors, improving efficiency, and delivering multiple production platforms. Their experience in a fintech startup and a larger corporation suggests adaptability to different operational environments. The focus on AI/ML and agentic systems indicates a proactive and innovative mindset.