Dec 2021 – Oct 2025 · 3 yrs 10 mos · Hyderabad, Telangana, India · Remote

• > Qualifying and analysing data as made available in databases by the sites, including finance and procurement data, automating data extraction using python scripts, to provide actionable insights for improving business outcomes.
• > Working on building models to predict energy and fuel usage for different manufacturing sites of the company. The project required experimentation and testing, developing several models, performing simulations, building new data pipelines, visualising results using dashboards and strategic implementation through change management.
• > Building and maintaining interactive dashboards to track energy usage and prices and energy expenses for different manufacturing sites to effectively communicate trends and metrics to stakeholders at various levels of the organisation.
• > Ensuring data integrity, quality, accuracy, and consistency by implementing data quality tests to maintain data quality across the files, systems, and databases.
• > Work with MLOps team to write production-ready code and containerise applications to deploy on k8s.
• > Worked efficiently and effectively with cross-functional teams of other Data Scientists, Data Engineers, Analysts and IT professionals.

Aug 2020 – Dec 2021 · 1 yr 4 mos · Hyderabad, Telangana, India · On-site

• Working on various product features like face recognition, anti-spoofing and object detection.
• Researched, designed and implemented algorithms for solving computer vision/AI tasks and data processing challenges to build home security solutions.
• Select best suited off-the-shelf or propose novel CV an ML algorithms and techniques.
• Developed neural network classifiers and performed data analytics for various applications and on different types of data (both structured and unstructured).
• Proposed optimization/upgrades to current state of the art models and architectures as per requirement.
• Integrating algorithms and models in the operational flow and deploying on edge devices like Jetson Nano.

Jun 2018 – Jul 2020 · 2 yrs 1 mo · Hyderabad, Telangana, India · Hybrid

• Worked on various internal POCs and client projects in Deep Learning in field of Computer Vision.
• Worked on building suspicious activity detection model for surveillance purpose and built models for speed breaker detection, image super-resolution and image reflection removal for ADAS system.
• Worked with leading ISV customer to optimize pre-trained models using NVIDIA TensorRT and deploy on NVIDIA Jetson TX2.
• Built POCs as part of the Intel AI Builders’ program using Intel OpenVino to optimize and deploy models on Intel hardware.

May 2017 – Oct 2017 · 5 mos · Bengaluru Area, India