Heena Bansal

AI Researcher

Bengaluru, Karnataka, India11 yrs 7 mos experience
Most Likely To Switch

Key Highlights

  • Over 10 years of experience in Machine Learning and AI.
  • Led multiple end-to-end ML projects with strong ownership.
  • Expertise in Ads Ranking and Recommendation Systems.
Stackforce AI infers this person is a Machine Learning Engineer with a strong focus on AdTech and Media industries.

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Skills

Core Skills

Machine LearningDeep Learning

Other Skills

AlgorithmsCC++CPLEXFastAIJavaKerasLLVMMatlabOpenCVOpenGLPyTorchPythonPython (Programming Language)R

About

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

Inmobi

Staff Applied Scientist

Mar 2023Present · 3 yrs · Bengaluru, Karnataka, India · Hybrid

Twitter

Machine Learning Engineer 2

Jun 2021Jan 2023 · 1 yr 7 mos · Bengaluru, Karnataka, India

  • Working as a MLE in Twitter Web Ads Products team
  • Good understanding of Ads Ranking Infrastructure
  • Ads Candidates Generation, Filtering and Full Ranking models
  • Currently working on Calibrating Click through models
JavaDeep LearningMachine Learning

Amazon

Applied Scientist

Nov 2018Jun 2021 · 2 yrs 7 mos · Bangalore

  • Automated Cartoon Character Identification in Animated Videos – Trained an in-house general purpose cartoon detection model, successfully able to detect cartoons with 90% recall. Cartoon Identification is done using human touch-points (~50 touch-points needed for one video of 25- 30mins)
  • Automated Verification of Manually labelled Actors in Videos – Found ~3% escapes in human labelled data and system was able to successfully catch all escapes with ~9% false positives.
Deep LearningMachine Learning

Fractal analytics

Senior Data Scientist

Jul 2017Oct 2018 · 1 yr 3 mos · Gurgaon, Haryana, India

Deep LearningMachine Learning

Ibm research lab, delhi

Research Scientist

Jul 2015Jul 2017 · 2 yrs

Deep LearningMachine Learning

Samsung electronics

Software Engineer

Jun 2012Jul 2013 · 1 yr 1 mo · Noida Area, India

  • Worked mainly on Clocks, Calculator, Mini Diary and Story Album apps & widgets in Samsung flagship mobile devices (Galaxy series phones and tablets).

Education

Indian Institute of Technology, Delhi

Master of Technology (M.Tech.) — Computer Science and Engineering

Jan 2013Jan 2015

Dr. B. R. Ambedkar National Institute of Technology Jalandhar

Bachelor of Technology (B.Tech.) — Computer Science and Engineering

Jan 2008Jan 2012

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Heena Bansal - AI Researcher | Stackforce