Heena Bansal
AdTech@InMobi | Ex-Twitter | Ex-Amazon | ML | MLOps
- Role
- Staff Applied Scientist at InMobi Advertising
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Heena Bansal
Experienced Machine Learning Engineer with 10+ years of experience working in Software Development, Research as well as Consulting domain. Masters from IIT Delhi focused in Machine Learning and Artificial Intelligence- Strong experience in AdTech Domain- Experience of working with multiple stakeholders (Product Managers/Analysts/Engineers), gathering requirements, defining key business and technical metrics, building end to end Data and Model pipelines, ML models offline experimentation, productionizing scalable models under tight latency constraints and A/B testing- Led and executed multiple ML projects end to end with Strong Ownership and Accountability- Strong mathematical background in various Machine Learning / Deep Learning Techniques- Good understanding of Ads Ranking Funnel and Ads Auction and pacing systems- Good understanding of Learning to rank models and recommendation systems- Good understanding of Natural Language Processing (Auto-Encoders, Transformers etc)- Computer Vision Techniques (Primarily Object/Face detection, Identification)- Basic understanding of Large Scale Distributed systems- Strong communication skills and experience of working with multiple stakeholders- Unit testing, Integration Testing and A/B experimentation
Experience
Staff Applied Scientist
Mar 2023 — Present · Bengaluru, IN
Education
Dr. B. R. Ambedkar National Institute of Technology Jalandhar
Bachelor of Technology (B.Tech.), Computer Science and Engineering
2008 — 2012
Indian Institute of Technology, Delhi
Master of Technology (M.Tech.), Computer Science and Engineering
2013 — 2015
Skills
- Algorithms
- Javascript
- C++
- Python
- Html
- Cplex
- Llvm
- C#
- R
- Xilinx
- Tensorflow
- Java
- Sql
- Pytorch
- Fastai
- C
- Opengl
- Opencv
- Android Development
- Core Java
- Theano
- Keras
- Standard ML
- Eclipse
- Matlab
- Weka
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