Radhika Mittal

Project Manager

Chennai, Tamil Nadu, India4 yrs 11 mos experience

Key Highlights

Expert in UAV scheduling and DNN optimization.
Proven track record in healthcare technology projects.
Strong foundation in cloud computing and robotics.

Stackforce AI infers this person is a specialist in Aerospace and Healthcare technology with a focus on UAV and DNN applications.

Contact

Skills

Core Skills

Integer ProgrammingOptimizationData EngineeringCloud ComputingDnn InferencingComputer VisionComputer ScienceRobotics

Other Skills

JavaGurobiPerformance BenchmarkingLarge Scale OptimizationPython (Programming Language)Apache SparkHadoopGoogle ColaboratoryAmazon Web Services (AWS)AWS LambdaEdge ComputingUnmanned Aerial Vehicle (UAV)Quality of Service (QoS)Hardware ValidationDocker

Experience

4 yrs 11 mos

Total Experience

Average Tenure

Current Experience

Indian institute of science (iisc)

4 roles

Project Associate II

Promoted

Aug 2024 – Present · 1 yr 10 mos · Bengaluru, Karnataka, India · On-site

Co-scheduling of multiple UAVs to perform multiple DNN-based geospatial activities in a large rural area. Involves on-board analytics for each UAV, multiple stationary and mobile fogs. Working on an optimal solution to maximize the utility of the entire mission using Integer Linear Programming.
Article under review at IEEE International Conference on Pervasive Computing and Communications 2025 (PerCom)
Advisor: Prof. Yogesh Simmhan
https://cds.iisc.ac.in/faculty/simmhan/
Distributed Research on Emerging Applications and Machines Lab (DREAM:Lab), Department of Computational and Data Science, IISc
https://dream-lab.in/

Integer ProgrammingOptimizationJavaGurobiPerformance BenchmarkingLarge Scale Optimization+1

Graduate Teaching Assistant

Aug 2024 – Dec 2024 · 4 mos · Bengaluru, Karnataka, India · On-site

Teaching Assistant for the course DA231o: Data Engineering at Scale, August-December 2024 for the M.Tech (Online) Program offered by IISc.
Course Instructor: Prof. Yogesh Simmhan

Apache SparkHadoopPython (Programming Language)Google ColaboratoryData Engineering

Master's Thesis Student and Research Intern

Feb 2024 – Jul 2024 · 5 mos · Bengaluru, Karnataka, India · On-site

Deadline-driven heuristics for scheduling of video-based DNN inferencing tasks on the edge and cloud for UAV Fleets specialized to assist visually impaired people.
Advisor: Prof. Yogesh Simmhan
Co-advisor: Prof. Sadagopan N (at IIITDM)
Article under review in the Future Generation Computer Systems Journal.
Presented as Master's Thesis work, awarded best grade.

Amazon Web Services (AWS)AWS LambdaCloud ComputingEdge ComputingDNN inferencingUnmanned Aerial Vehicle (UAV)+3

Research Intern

Sep 2023 – Jan 2024 · 4 mos · Bengaluru, Karnataka, India · On-site

Video-based optical flow-based tracking of hand and leg movements in infants to determine risk percentage of cerebral palsy. Developed the optical flow-based system and a pyqt-based GUI for potential use in rural medical centers.
Presented as Design Project at IIITDM, awarded best grade.
Advisor: Dr. S. N. Omkar, Chief Research Scientist, Department of Aerospace Engineering, IISc.
Co-advisor: Prof. Sadagopan N (at IIITDM)

Computer VisionOptical FlowPyQtImage SegmentationGraphical User Interface (GUI)Python (Programming Language)