Shevach Software Engineer

AI and Machine Learning, Video Game (5.0 yr.), Embedded Firmware

Summary

* 23 years in Israel high-tech (Video, Streaming)
* 5 years with Cloud Gaming (Electronic Arts)
* Experience with ThreadX
* Cloud Gaming: encoding, decoding, low latency streaming (e.g. RTP/SRT), error
concealment etc.
* Video Codecs:
- subcontracting with Visionular on improving HEVC codec
- subcontracting with DSP-IP - military projects
- video optimization and hevc codec development (Beamr Imaging)
* Python Programming: development automated testing systems (CI), proofs of concept, computer vision with packages cv2 and cvlib.
* Artificial Intelligence: genetics/evolutionary optimization of video codec parameters, facial expressions detection with CNN.
* 360/VR: subcontracting with Texel (texel.live)
* Computer Vision: OpenCV (including python cv2)
* Thermal imaging (Infrared camera) processing
* NVIDIA/AMD products: evaluation and modification hw encoders: Tesla T4, A40) of NVIDIA and Navi21 of AMD.

Selected Experience:

  • Cloud Gaming: encoding, decoding, low latency streaming (e.g. RTP/SRT), error
    concealment etc.
  • Video Codecs:
    • subcontracting with Visionular on improving HEVC codec
    • subcontracting with DSP-IP - military projects
    • video optimization and hevc codec development (Beamr Imaging)
  • Python Programming: development automated testing systems (CI), proofs of
    concept, computer vision with packages cv2 and cvlib.
  • Artificial Intelligence: genetics/evolutionary optimization of video codec
    parameters, facial expressions detection with CNN.
  • 360/VR: subcontracting with Texel (texel.live)
    Computer Vision: OpenCV (including python cv2),
  • NVIDIA/AMD products: evaluation and modification hw encoders: Tesla T4, A40)
    of NVIDIA and Navi21 of AMD

Work Experience

SW Engineer, Encoding and Decoding

Duration: August 2018 - May 2023

Cloud Gaming: incorporation of HEVC, Low latency video players for MAC OS, Enhancement of Error handling on client side

Responsibilities: Subcontracting with Visionular on improving HEVC codec subcontracting with DSP-IP - military projects video optimization and HEVC codec development (Beamr Imaging)
Technologies: HEVC, RTP/SR T, error concealment

SW Engineer, Metadata Preservation

Duration: March 2014 - May 2018

Responsibilities: Preservation of mp4-metadata during re-compression BluRay authoring Closed Caption HEVC/A VC encoding on cloud Face Detection HDR to SDR (Tone Mapping)
Technologies: HEVC, mp4-metadata, BluRay, Face Detection, HDR to SDR

SW Engineer, AVC/H.264 Encoder

Duration: 2008-2013 (Dec.)

Responsibilities: Implementation of AVC/H.264 encoder on digital cameras Participation in design of HEVC/H.265 codec Implementation and design of Error Handling for H264, MPEG4, AVS. Implementation of intra prediction, transforms on parallel SIMDs. SW implementation of fast forward/backward playback mode Participation in architecture design of multi-standard video decoder for STBs
Technologies: AVC/H.264, HEVC/H.265, H264, MPEG4, AVS, SIMDs, STBs

SW Engineer, Firmware Engineering, Broadcom Israel

Duration: 2003-2008

Responsibilities: Real-time Firmware engineering, chip architecture design, HW verification and algorithm developing. Implementation new features for MPEG2/MPEG-4/A VC encoder: T-STD and P-STD compliancy, VBV compliancy, DVD compliancy, 3:2 cadence detection, scene change detection, white-noise detection. Bit-exact C models of HW units for verification purpose, e.g. CABAC. Design of spatial-temporal motion compensation video preprocessor. Participation in MPEG2-H264 transcoder architecture design Participation in H.264 encoder architecture design Participation in HW optimization, e.g. HW sharing
Technologies: MPEG2, MPEG-4, AVC, T-STD, P-STD, VBV, DVD, CABAC, motion compensation

SW Engineer, Video-Audio Compression, Mango DSP, Jerusalem

Duration: 2000-2003

Responsibilities: Embedded programming and algorithm developing: Implementation of different video-audio compression standards on TMS320C67x/62x/64x (TI), e.g. H263, MPEG4, JPEG. Developing, implementation and optimization of different image/audio processing algorithms on parallel DSPs.
Technologies: TMS320C67x/62x/64x, H263, MPEG4, JPEG, DSPs

Education

  • B.A. of Mathematics & Computer Sc. 
    1992-1995
  • M.A. with Thesis Work on Mathematics & Computer Science department. Total grade 93 (advisor prof. J.Arazy), graduated with Honor
    1998-2000
  • Starting PhD in Technion, Applied Mathematics (not finished)
    2003