Sakshi Goyal

Software Engineer

Bengaluru, Karnataka, India6 yrs 10 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • IIT Roorkee graduate with a strong academic record.
  • Research experience in generative models at Adobe.
  • Awarded multiple accolades for academic and extracurricular excellence.
Stackforce AI infers this person is a Software Engineer with expertise in Machine Learning and Deep Learning in the tech industry.

Contact

Skills

Core Skills

Machine LearningDeep LearningGenerative Models

Other Skills

AlgorithmsBasic HTMLBasketballC++Cascading Style Sheets (CSS)Computer ScienceConvolutional Neural Networks (CNN)Data StructuresElectron ApplicationHTMLJavaJavaScriptKerasLeadershipMicrosoft Word

About

I am an IIT Roorkee graduate in Electronics and Communication Engineering with minors in Computer Science currently working in Adobe Systems as a Software Development Engineer 2. My core strengths are hard work, public speaking, perseverance, and leadership. I have done various projects based on Deep Learning in my college and professional life. At Big Data Experience Lab, Adobe Research, Bengaluru I worked as a research intern on the problem statement “How to Incorporate Human Domain Knowledge in Generative Models?” which was a part of the problem area “Learning to Generate: Synthetic Data Generation”. The internship project enhanced my interest in generative models and I decided to continue my research in the field by taking my B.Tech. Project (BTP) in this field which was titled “Steganography using generative models”. I have done courses such as Probability and Statistics, Machine Learning, and Linear Algebra as part of my college curriculum and the course of CS231n: Convolutional Neural Networks for Visual Recognition (Stanford University) and Andrew Ng’s course on Machine Learning on Coursera due to my interest in the field. I have also worked on various machine learning-based projects such as an Obstacle Classification module for a “Self Driving Car”, a “Health Bot” that answers questions related to HIV/AIDS, and “Lip reading” which involves decoding text from the movement of a speaker’s mouth. I mentored a group of five students for a project "Text to Narrate Film" and two students for a project "Gaze Player". The projects were successfully completed and were displayed in an annual exhibition of IITR. I have participated in various competitions and worked with different teams which improved my teamwork skills. I have been awarded the “IITR Heritage Excellence Award” for three consecutive years for outstanding academic and extra-curricular achievements. I have been awarded the Durga Award for excellence on the basis of overall performance for a graduating Under Graduate girl student. I (in a team of four) have received a silver medal for 6th InterIITTechMeet 2018 and a bronze medal in Microsoft code.fun.do in a team of three people. My tech stack includes Python, C++, Keras, Tensorflow, Pytorch, Data Structures and Algorithms, ML and DL.

Experience

6 yrs 10 mos
Total Experience
3 yrs 5 mos
Average Tenure
4 yrs
Current Experience

J.p. morgan

Software Engineer

Jun 2022Present · 4 yrs · Bengaluru, Karnataka, India

Adobe

3 roles

Software Development Engineer 2

Promoted

Jan 2021Jun 2022 · 1 yr 5 mos · Noida, Uttar Pradesh, India

PythonC++Machine LearningDeep LearningTensorFlowKeras

Software Development Engineer

Jul 2019Dec 2020 · 1 yr 5 mos · Noida, Uttar Pradesh, India

Research Internship

May 2018Jul 2018 · 2 mos · Bangalore

  • Worked on the problem area "How to Incorporate Human Domain Knowledge in Generative Models?"
  • Undertook KJ Analysis of the problem area Learning to Generate: Synthetic Data Generation for the purpose of identifying the problem statement.
  • Surveyed prior art in the research literature to identify state of the art approaches to generative modelling for images for an adaptation of the techniques to solve the problem.
  • Worked with various deep learning libraries including Tensorflow, Keras and dlib for developing a prototype of the solution approach and undertaking experimental studies for the same.
  • Implemented a web app for showcasing the utility of the prototype for Adobe products.
TensorFlowKerasdlibDeep LearningGenerative Models

Education

Indian Institute of Technology, Roorkee

Bachelor’s Degree — Electronics and Communication Engineering with Minor Degree in Computer Science

Jan 2015Jan 2019

Bal Mandir Model Senior Secondary School

High School

Jan 2015Present

Stackforce found 100+ more professionals with Machine Learning & Deep Learning

Explore similar profiles based on matching skills and experience