Ashish Jayant
Data Scientist - III
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolAshish Jayant is a data scientist with nine years of experience bridging research-grade ML and production systems, currently focused on personalizing and accelerating search ranking at Flipkart. He holds an M.Tech (Research) from IISc and a B.Tech from NIT Kurukshetra, and brings a track record of improving conversion through upgraded ranking models. His background spans developer roles on enterprise AI platforms, government-scale identity systems, and hands-on work in Hive, shell scripting and ML model deployment. Known to both "love(hate) to RL," he experiments with reinforcement learning techniques to make models more responsive to user feedback. Comfortable moving models from prototype to at-scale serving, he blends academic rigor with product impact in e-commerce. Based in Bengaluru, he focuses on making personalization reactive, measurable, and business-driving.
9 years of coding experience
4 years of employment as a software developer
M.Tech (Research), Computer Science Automation (CSA), M.Tech (Research), Computer Science Automation (CSA) at Indian Institute of Science (IISc)B.Tech, Electrical Engineering with Computer Science Electives, CGPA 8.48, B.Tech, Electrical Engineering with Computer Science Electives, CGPA 8.48 at National Institute of Technology, Kurukshetra, Haryana
English, Hindi
Github Skills (24)
simulator7
monte-carlo6
proximal-policy-optimization5
actor-critic5
actor5
reinforcement-learning5
robotics4
simulation4
mujoco4
simulations4
self-driving-car4
deep-reinforcement-learning4
autonomous-driving4
optimization4
python3
Programming languages (3)
Github contributions (5)
akjayant/Image-Captioning-via-YOLOv5-EncoderDecoderwithAttention
Aug 2021 - Oct 2022
Contributions:27 commits, 23 pushes, 1 branch in 1 year 1 month
akjayant/PPO_Lagrangian_PyTorch
Aug 2021 - Aug 2022
Contributions:17 commits, 10 pushes, 1 branch in 1 year
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