Heena Bansal — AI Researcher
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
Stackforce AI infers this person is a Machine Learning Engineer with a strong focus on AdTech and Media industries.
Location: Bengaluru, Karnataka, India
Experience: 11 yrs 7 mos
Skills
- Machine Learning
- Deep Learning
Career 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.
Work Experience
InMobi
Staff Applied Scientist (3 yrs)
Machine Learning Engineer 2 (1 yr 7 mos)
Amazon
Applied Scientist (2 yrs 7 mos)
Fractal Analytics
Senior Data Scientist (1 yr 3 mos)
IBM Research Lab, Delhi
Research Scientist (2 yrs)
Samsung Electronics
Software Engineer (1 yr 1 mo)
Education
Master of Technology (M.Tech.) at Indian Institute of Technology, Delhi
Bachelor of Technology (B.Tech.) at Dr. B. R. Ambedkar National Institute of Technology Jalandhar