Apr 2013 – Aug 2021 · 8 yrs 4 mos · Bangalore

• Hand Gestures and Body Action Classification Engines Development:-
• Hand pose/key-points estimation, Static Hand gestures Classification, Dynamic Hand gestures Classification, Multi-view Hand skeleton regeneration, enabling Multi-modal interactions.
• Body pose/key-points estimation, Posture and Action Recognition, Fitness APP development.
• Image Collection and Annotation (automated, semi auto-mated) tools development, Image augmentation tools development, On-device Android APP porting.
• Enabling Artificial Intelligence for Appliances:-
• Identifying innovative Artificial Intelligence use cases for Appliances like AC, Fridge, Washing Machine...
• AI for AC Energy Management and Energy DR, Washing Machine Settings Recommendation, Predictive Analytics and Root Cause Analysis for Appliance Issues...
• Object Detection using Robo Vacuum Cleaner camera, Refrigerator Images Dehazing and Haze Classifier, Refrigerator Image Perspective error correction (Barrel, Inverse Barrel and Depth distortions), Refrigerator Image enhancement pipelines.
• Creating Knowledge Base and Knowledge Graphs for Representing Data for interactions.
• On-device Kalman Filter based sensor fusion algorithms that use data from various motion sensors such as Accelerometer, Gyroscope and Magnetometer.
• Big Data Processing:-
• Spark Big Data processing includes ETL processing, Data profiling, Data Enhancement, Data Interpolation, Data Quality monitoring, Anomaly Detection...
• Generation of Data Mart with sessionized data for each appliance functionality.
• Spark based Big data processing pipelines for AI and BI data preparation and modeling.
• Business Intelligence using Appliances Data:-
• Research on the analytics problem assigned and find the exact strategy to derive outcomes.
• Guide and mentor team to find the exact strategy to process data and show insights.

Jul 2010 – Apr 2013 · 2 yrs 9 mos · Chennai

• IP Video and Audio Gateway product development. Write Application level and device driver code to control the TCP/IP stack, JPEG2K video encoders/decoders, I/O ports implemented on FPGA.
• Develop solution for Network backup management of a distributed system of Video encoders, switches, routers, statmux controllers and Video multiplexors.

Jun 2008 – Jul 2010 · 2 yrs 1 mo · Greater Chennai Area

• Design and implementation of capacitive touch sensing algorithms on various atmel microcontrollers.
• Porting of touch sensing algorithms to various ATMEL 8 bit and 32 bit microcontrollers.

Dec 2004 – Jun 2008 · 3 yrs 6 mos · Greater Chennai Area

• Designed and developed Multi-Channel Surround Sound audio algorithm.
• Designed and developed algorithms for fixing issues and enhancing Digital Video Content when being displayed on CRT Televisions.
• MATLAB based Design, C/C++ library development and integration into Audio/Video products.
• Designed and developed algorithm for reducing file access and file read time on CD and Hard Disk drives.

Aug 2003 – Jul 2004 · 11 mos · Greater Kiel Area

• Interface for Xilinx Spartan and Virtex FPGA devices with DSP for WCDMA Link
• Programming in VHDL and ssage of tools such as precision synthesis and modelsim.
• Development of code for receiving data parallelly from DSP board and transmitting it to various WCDMA modules in FPGA. Implementation of FIFO and Stack memory modules needed for the module.