Persona

The complete professional profile.

Skills, roles, degrees, awards, projects and the community work behind them — the complete professional profile in one scroll.

Toolkit

Core Technical skills and Competencies.

  • AI / GenAI-adjacent — PydanticAI, FastMCP, AI proof-of-concept design & evaluation, Spec-Driven Development (SDD) and Agent-Driven Development (ADD) workflows, AI Agents, AI Evals, Model Context Protocols (MCP)
  • Backend — Python (FastAPI, Pydantic), RESTful API, production-grade services
  • Frontend — React, component-driven architecture, GenAI-facing UI workflows
  • Messaging & Streaming — Temporal, Kafka, event-driven pipelines
  • Databases — MySQL, MongoDB — data integration and pipeline design
  • Cloud & Containers — AWS, Azure, Kubernetes, Docker, JFrog
  • DevOps — GitHub Actions, GitLab CI, Git, automated build/test/deploy pipelines, AI Evaluations Pipelines
  • LLMOps & Observability — Datadog, OpenTelemetry (OTel), ELK Stack, Prometheus, Grafana
  • Auth & Identity — Okta, Keycloak
  • Collaboration & Delivery — Jira, Linear, Agile/Scrum delivery
  • Self-Directed Learning — LangChain, DSPy — exploring LLM orchestration frameworks through personal projects
  • Leadership — code reviews, design reviews, cross-functional stakeholder engagement, customer engagements
Career

Work experience.

  1. October 2024 – Present

    Senior Software Engineer 2 | R&D - AI Product

    Precisely Software and Data Pvt. Ltd, Bangalore, India

    Entitled Product: DI-Suite (Foundation AI)

    • Led end-to-end ownership of an AI product service — feature definition, solution architecture, and production-ready development — applying Spec-Driven Development (SDD) and Agent-Driven Development (ADD) methodologies.
    • Delivered 6 AI POCs, with 5 progressing to production, directly influencing product roadmap and go/no-go decisions.
    • Reduced AI DSL execution time by 20 seconds, improving responsiveness of AI-powered product workflows.
    • Reduced incident detection time by 70%, from 3 seconds to 900ms, by implementing LLM observability and monitoring across 4 services using Datadog and OpenTelemetry.
    • Architected the AI service to support 8+ LLM models across 2 cloud providers (AWS and Azure), enabling flexible model/provider adoption without disruptive architectural changes.
    • Developed and evaluated prompts across multiple AI use cases, improving LLM response quality and consistency for production workflows.
    • Managed prompt service versioning and release alignment with product cycles while coordinating technical requirements, priorities, and delivery timelines across engineering and product stakeholders.
  2. December 2021 - September 2024

    Software System Engineer 2 | R&D

    Dell Technologies, Bangalore, India

    Entitled Product: Horus AIOPs, SIP, DTIB

    • Built Python-based frontend and backend applications and integrated third-party tools across 3 R&D product initiatives, supporting scalable product functionality.
    • Developed and supported 7+ monitoring dashboards, providing operational visibility for 35+ engineering and stakeholder users.
    • Reduced log-detection time to approximately 40 seconds, enabling faster identification of application and system issues through proactive monitoring.
    • Improved query-indexing performance by 5%, optimizing data retrieval and system responsiveness for operational workloads.
    • Built 5 automated API-flow validation workflows for AIOPs compute validations, reducing reliance on repetitive manual validation and improving consistency of integration testing.
    • Conducted operational data analysis and created visualizations that converted system telemetry into decision-ready insights for engineering and product stakeholders.
    • Authored technical specifications from cross-functional requirements, translating business and product needs into implementable engineering tasks across the SDLC.
  3. July 2019 - November 2021

    Implementation Engineer

    6D Technologies, Bangalore, India

    Entitled Product: Telkomsel Indonesia (By.U operator)

    • Devised scalable solutions collaboratively with clients, improving throughput from 30 TPS to 95 TPS and functionality across 4 product modules.
    • Built 20+ monitoring dashboards with alerting using Grafana, Pentaho, and MySQL, turning raw telecom data into actionable insight for operations teams.
    • Directed production activities and proactively flagged technical risks, keeping operations running smoothly for the client by maintaining system uptime (99.5%).
  4. November 2018 - March 2019

    Intern

    Siemens, Bangalore, India

    • Built 6 Grafana dashboards for real-time data visualization of product automation data.
    • Developed an Android application in Java to modernize and upgrade an internal web application.
    • Contributed to the development of an internal newsletter platform used across product teams.
  5. 2016 — 2018

    Technical Trainer (Part Time)

    BALC Computer Education & IT Information System, Mandya

    • Technical Trainer at BALC Computer Education, Mandya (2017–18).
    • Technical Trainer at IT Information System, Mandya (2016–18).
Academics

Education

  1. 2023 — PresentDoctorate

    Indian Institute of Technology, Roorkee

    Research scholar pursuing doctoral study.

  2. 2020 — 2022Post Graduate

    Birla Institute of Technology & Science (BITS Pilani)

    Master's degree in Software Engineering at BITS Pilani, Rajasthan — a comprehensive grounding in software engineering principles, methodologies, and practices.

  3. 2019 — 2020Post Graduate Program (PGP)

    International School of Engineering (INSOFE) in collaboration with Carnegie Mellon University, Canada

    PGP in Data Science — intensive program covering data science, machine learning, and analytics in collaboration with Carnegie Mellon University.

  4. 2015 — 2019Undergraduate

    P.E.S. College of Engineering, Mandya

    Bachelor of Engineering in Computer Science and Engineering — computer science principles, programming languages, algorithms, and core discipline fundamentals.

  5. 2013 — 2015Intermediate

    Smt. Kenchamma T. Dasappa PU College

    I PUC and II PUC.

  6. Till 2013High School

    St. Johns English High School

    8th to 10th standard.

  7. PrimaryPrimary School

    St. Thomas English High School

    Till 7th standard.

Recognition

Awards & recognitions.

2026

  • Stellar Performance Award — Precisely Softwares and Data Pvt. Ltd · 2026

2024

  • Outstanding Performance by Dell (Center of Excellence) — INDIA COE Team, Dell Technologies, Bengaluru · 2024

2023

  • Best Performance by Dell (Center of Excellence) — INDIA COE Team, Dell Technologies, Bengaluru · 2023

2019

  • Pratibha Puraskar Award — Karnataka Arya Vyshya Mahasabha · September 2019
  • Best Student Award — Department of Computer Science & Engineering, PESCE · 2019

2017

  • Best Volunteer Award — IEEE-PESCE · 2016 — 2017
Podium

Achievements.

  • 2nd place — Hackathon — Code & Win · P.E.S. College of Engineering, Mandya · April 2018
  • 2nd place — South Zone Science Exhibition · Mandya
  • 1st place — State Level Science Quiz · Mandya · November 2014
  • 2nd place — State Level Dance Competition · Kalaimani Dance School, Mandya
  • 2nd place — State Level Inspiring Award · Science Exhibition, Mandya · June 2012
Learning & hosting

Workshops.

Organised

  • State Level Hackathon “HACKMANIA 1.0” — Dept. of CS&E, PESCE, Mandya
  • IoT Workshop — Dept. of CS&E, PESCE

Participated

  • IoT Workshop — Dept. of CS&E, PESCE
  • “A New Emerging Technologies” Workshop — Dept. of CS&E, PESCE
  • CloudBull Workshop — Dept. of CS&E, PESCE
  • Winter Camp 2019 — FSMK at PESCE, Mandya
  • Python Workshop — IEEE-PESCE
  • Robotics Workshop — IEEE-PESCE in collaboration with Robokart
  • Winter Camp 2018 — FSMK at Rajiv Institute of Technology, Mandya
  • SWATAHA-2016 — GLUG-PESCE, Mandya

Volunteer

  • CloudBull Workshop — Dept. of CS&E, PESCE
Community

Activities & accomplishments.

  • IEEE Volunteer & Young Professional — 5-year active volunteer for IEEE; Active Member of IEEE Young Professionals (IEEE Bangalore Section).
  • Execom Member & Director of Social Activities — IEEE-PESCE Chapter (2018–2019).
  • FSMK & GLUG-PESCE — Active member and volunteer at Free Software Movement Karnataka (FSMK) & GLUG-PESCE.
  • Execom Member & Regional Coordinator — 4-year Execom Member and Regional Coordinator for GLUG (2017–2018).
  • Developer Student Club (DSC) — Execom and Core Member at DSC powered by Google (2017–2018).
  • College Mega Events — Core organizing team for “Jnana Cauvery PESCO 2K18” and “Jnana Cauvery PESCO 2K19”.
  • Internshala Student Partner — ISP 9.0 & ISP 15.0 for PESCE Mandya (2017–2019).
  • Cultural Events — Core organizer for “Avighnanothsav 2K17, 2K18, and 2K19”.
  • ISTE & Indian Red Cross — Active member of the ISTE Student Chapter and the Indian Red Cross Wing.