Abhishek Pathak

Machine Learning Engineer

Pittsburgh, Pennsylvania, United States5 yrs 1 mo experience

Highly Stable

Key Highlights

Stackforce AI infers this person is a Machine Learning Engineer with expertise in Embedded Systems and Computer Vision.

Machine LearningSoftware DevelopmentEmbedded SystemsComputational GenomicsComputer Vision

CC++PythonTensorFlowPyTorchKerasARM AssemblyClusteringInteger Linear ProgrammingDeep LearningSemantic SegmentationObject DetectionOpenCVOpenMPMPI

5 yrs 1 mo

Total Experience

5 yrs 1 mo

Average Tenure

5 yrs 1 mo

Current Experience

2 roles

Mar 2021 – Present · 5 yrs 1 mo

CC++PythonTensorFlowPyTorchKeras+2

Jun 2020 – Aug 2020 · 2 mos

May 2018 – Jul 2018 · 2 mos · Cambridge, Massachusetts

Implemented assembly-optimized cryptographic primitives for lattice-based protocols on embedded devices.
Worked in the Energy Efficient Circuits & Systems group under the supervision of Prof. Anantha Chandrakasan, MTL@MIT.

ARM AssemblyEmbedded Systems

Dec 2017 – Dec 2017 · 0 mo · Saarland

Developed new clustering and integer linear programming based approaches for solving the haplotype phasing problem for polyploid genomes.
Worked in the Algorithms for Computational Genomics group under the supervision of Prof. Tobias Marschall, Bioinformatics@MPII.

ClusteringInteger Linear ProgrammingComputational Genomics

May 2017 – Jul 2017 · 2 mos · New Delhi, India

Worked toward developing systems for driver assistance by studying deep learning techniques for semantic segmentation and object detection, and repurposing YOLO object detector to work in Indian traffic conditions.
Worked under the supervision of Prof. Narendra Ahuja, ECE@UIUC.

Deep LearningSemantic SegmentationObject DetectionComputer Vision