Nikhil T R

Nikhil T R Email and Phone Number

Associate Product Manager @ SigNoz
Bengaluru, KA, IN
Nikhil T R's Location
Bengaluru, Karnataka, India, India
Nikhil T R's Contact Details

Nikhil T R personal email

n/a
About Nikhil T R

Experienced Software Engineer with over four years specializing in data engineering, real-time analytics, and scalable system design. I have a strong foundation from the Indian Institute of Technology Mandi with a B.Tech in Computer Science and Engineering. At Bytebeam, I progressed from SDE I to SDE III, leading a data engineering team and pioneering solutions like an industry-first DBC parser update method and scaling CAN parsing algorithms for high-volume real-time data. Passionate about bridging technical development and product strategy, I excel at translating customer needs into tangible products. I am actively seeking new opportunities that combine software development and product management roles, where I can leverage my technical expertise and leadership skills to drive innovation and deliver exceptional value.

Nikhil T R's Current Company Details
SigNoz

Signoz

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Associate Product Manager
Bengaluru, KA, IN
Website:
signoz.io
Employees:
39
Nikhil T R Work Experience Details
  • Signoz
    Associate Product Manager
    Signoz
    Bengaluru, Ka, In
  • Impact Analytics
    Senior Software Engineer
    Impact Analytics Dec 2024 - Present
    Bengaluru, Karnataka, India
  • Bytebeam
    Sde 3
    Bytebeam Aug 2024 - Nov 2024
    Bengaluru, Karnataka, India
    - Managed and mentored a team of two software engineers, overseeing task assignments, roadmap planning, and professional development to drive project success and team growth. - Developed an innovative solution for updating DBC parsers, enabling automatic detection of updates between versions of DBC files with optional user inputs. This tackled a complex industry challenge where direct detection of differences isn't straightforward. This reduced DBC Parser update times from few days to few minutes. It freed up 30% of bandwidth of engineering team. Upgraded the DBC parser architecture by transitioning from single-process deployments to Kubernetes pods. This shift enhanced resource utilization and ultimately cost reduction. - Scaled the CAN parsing algorithm to handle real-time data from over 1,000 devices emitting 1,200 data points per second. Leveraged object storage solutions like Amazon S3 and Azure Blob Storage to design a custom message queue system, overcoming bottlenecks associated with traditional databases. - Collaborated closely with clients to gather requirements, translating abstract needs into concrete product features. Authored Product Requirement Documents (PRDs) and worked with UI/UX teams to design intuitive user interfaces, ensuring customer satisfaction and product usability.
  • Bytebeam
    Sde 2
    Bytebeam Apr 2023 - Aug 2024
    Bangalore Urban, Karnataka, India
    - Converted the complex process of parsing Controller Area Network (CAN) data using DBC files into anaccessible feature on the Bytebeam Console. This automation reduced customer onboarding time from one day to instant setup, freeing up 80% of the integration team’s bandwidth.- Incorporated binary search techniques into the CAN parsing algorithm, reducing computational complexity from O(nm) to O(nlog(m)), which dramatically increased throughput.- Developed a chain reduction algorithm for session tracking, reducing input data size by an average of 65\%. This optimization improved data pipeline throughput.- Led a team of two software engineers, promoting best practices like test-driven development and writing clean, idiomatic code, which improved code quality and team productivity.
  • Bytebeam
    Sde 1
    Bytebeam Sep 2021 - Apr 2023
    Bangalore Urban, Karnataka, India
    - Created algorithms to track sessions on IoT time-series data and parse CAN data in real-time. These algorithms accounted for out-of-order data and supported scaling through sharding, enabling efficient real-time analytics.- Leveraged ClickHouse, a high-performance columnar database, for efficient storage and retrieval of time-series data. Effectively used ClickHouse table engines to optimize for analytical queries and simulate message queue functionalities.- Worked closely with clients to refine algorithms based on their input, ensuring the solutions met real-world requirements and could be seamlessly integrated into their data pipelines.
  • Razorpay
    Data Engineer
    Razorpay Sep 2020 - Sep 2021
    Bengaluru, Karnataka, India
    - Instrumented Prometheus metrics for existing Flask services, capturing critical performance metrics to monitor system health effectively.- Built comprehensive dashboards in Grafana to visualize system performance. Also set up alerts for system critical metrics.- Became familiar with tools and technologies such as Presto/Trino for distributed SQL querying, GitHub Actions for CI/CD automation, Querybook for collaborative querying, and Flask for web development
  • Indian Institute Of Technology, Mandi
    Teaching Assistant
    Indian Institute Of Technology, Mandi Feb 2019 - Jun 2020
    Kamand
    Teaching Assistant for the following courses:1) IC252 Data Science Lab Sessions.2) CS310 Introduction to Communicating Distributed Processes (OS and Networking course)3) CS302 Paradigms of Programming
  • Siemens Technology India
    Research Intern
    Siemens Technology India Jan 2019 - Feb 2019
    Bangalore
    Explored transfer learning methods on air pollution forecasting using LSTM models to improve prediction in areas with little data. Tasks involved identifying clusters of data on map and training models on small sized clusters using transfer learning from models trained on nearby larger clusters. Tech: Python, Keras.

Nikhil T R Education Details

Frequently Asked Questions about Nikhil T R

What company does Nikhil T R work for?

Nikhil T R works for Signoz

What is Nikhil T R's role at the current company?

Nikhil T R's current role is Associate Product Manager.

What is Nikhil T R's email address?

Nikhil T R's email address is ni****@****beam.io

What schools did Nikhil T R attend?

Nikhil T R attended Indian Institute Of Technology, Mandi.

Who are Nikhil T R's colleagues?

Nikhil T R's colleagues are Ankit Anand, Shuvam M., Nimrah Mughal, Prashant Shahi, Vikrant Gupta, Yuvraj S., Nitin Gouda.

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