Tarika Mathur
@tarikamathur
Software engineer specializing in GenAI deployments, observability, and DevOps automation with 7+ years Python.
IndiaWhat I'm looking for
I’m a results-driven Software Engineer with 7+ years of experience in Python development, automation, and GenAI services. Currently at Adobe, I specialize in GenAI service deployments, observability, and DevOps automation—working to ensure reliable rollouts and rollbacks on Kubernetes.
At Adobe, I manage end-to-end deployments of GenAI services using ArgoCD on Kubernetes-based infrastructure. I debug production incidents and performance bottlenecks with Splunk and New Relic, reducing MTTR through proactive log analysis and alerting, and I bring real-time visibility by integrating microservices into Grafana dashboards.
Previously at Intel Technology Ltd., I built high-performance data processing automation in Python that improved throughput by 40% using multiprocessing and optimized shell scripts in Linux. I also developed Python systems for hierarchical data filtering and visualization, and I created a Flask/MySQL release management dashboard powered by automated backend tasks using cron jobs and shell scripts.
I’m equally comfortable with the modeling side: as a Data Scientist at AIE Software India Pvt. Ltd., I designed and trained a CNN with Siamese architecture for face recognition and deployed it for real-time identification in digital video feeds. Earlier, I strengthened my engineering foundation through DevOps automation with Python/Bash and by building a .NET/JavaScript web application for batch exam analysis at Infosys.
Experience
Work history, roles, and key accomplishments
Managed end-to-end deployments of GenAI services on Kubernetes using ArgoCD, ensuring reliable rollouts and rollbacks. Improved production reliability by debugging incidents and performance bottlenecks using Splunk and New Relic, and enabled real-time observability via Grafana dashboards.
Built a Python-based high-performance batch data conversion tool, improving throughput by 40% using multiprocessing and optimized Linux shell scripts. Developed data filtering and hierarchical processing utilities in Python, and created a Flask/MySQL release management dashboard with automated backend jobs via cron and shell scripts.
Data Scientist
AIE Software India Pvt. Ltd.
Oct 2018 - Apr 2019 (6 months)
Designed and trained a Siamese CNN for face recognition, learning embeddings mapped to Euclidean space for similarity measurement. Deployed the model for real-time face identification in digital video feeds.
Enhanced a project management dashboard with advanced graph visualization and dynamic frontend UI. Integrated Unix-based cron jobs for scheduling and supported Linux hosting and database administration.
Built QAnalyzer, a .NET/JavaScript web application replacing Excel-based batch exam quality analysis with SQL-backed data management and reporting. Implemented reporting workflows to streamline quality analysis across exam batches.
Education
Degrees, certifications, and relevant coursework
Thapar University
M.E. in Computer Science & Engineering, Computer Science & Engineering
Grade: GPA: 8.5 / 10
Activities and societies: Academic scholarship every semester for securing 2nd rank in the entrance exam.
Completed an M.E. in Computer Science & Engineering. Maintained a GPA of 8.5/10.
Graphic Era University
B.Tech in Information Technology, Information Technology
Grade: GPA: 8.7 / 10
Activities and societies: Scholarship recipient every semester for being among the toppers in XII Board ISC.
Completed a B.Tech in Information Technology. Maintained a GPA of 8.7/10.
Availability
Location
IndiaAuthorized to work in
Job categories
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