K

Kapil Yadav

AI Researcher

Bengaluru, Karnataka, India13 yrs 6 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Proven expertise in machine learning applications.
  • Led successful marketing initiatives for IIT Bombay Racing.
  • Developed impactful algorithmic models at Target.
Stackforce AI infers this person is a Data Science and Machine Learning expert in the Retail and Automotive sectors.

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Skills

Core Skills

Data AnalysisMachine Learning

Other Skills

RPythonPysparkMap-reduceHadoopComputer VisionProgrammingMatlabC++PCB DesignMicrosoft OfficeCHTMLBusiness StrategyEngineering

About

Enthusiastic about machine learning and its applications.

Experience

13 yrs 6 mos
Total Experience
4 yrs 6 mos
Average Tenure
6 yrs 3 mos
Current Experience

Microsoft

3 roles

Senior Data Science Manager

Promoted

Nov 2022Present · 3 yrs 6 mos

Senior Data Scientist

Mar 2022Oct 2022 · 7 mos

Data Scientist II

Jan 2020Mar 2022 · 2 yrs 2 mos

Target

4 roles

Sr. Artificial Intelligence (AI) Scientist

Promoted

May 2019Jan 2020 · 8 mos

Senior Data Scientist

Promoted

Jul 2018May 2019 · 10 mos

Analyst

Promoted

Sep 2016Jul 2018 · 1 yr 10 mos

  • Worked with “Promotion-Incrementality” team to develop algorithmic models that measure effect of promotions on Target’s profits. Used R, Python, Pyspark Map-reduce, Hadoop, etc. for implementation.
  • I worked on following -
  • Stockpiling algorithm - to estimate stockpiling of Target products bought by customers. It is an unsupervised algorithm and tracks customer's history of sales, trips,consumption rate, etc.
  • Substitution-Grouping algorithm - to generate group of substitutable items such that item-demand is contained within the items in that group. Implemented Conjoint Analysis and k-means for different item types.
  • Sales incremental-value for ‘marketing initiatives’ - to estimate sales incremental value due to Target’s investment in various marketing initiatives.
RPythonPysparkMap-reduceHadoopData Analysis+1

Associate Business Analyst

Jul 2015Sep 2016 · 1 yr 2 mos

Iit bombay racing

3 roles

Head, Marketing | Core-group member

Jul 2013Jun 2014 · 11 mos

  • IIT Bombay Racing is a 70 member independent student organization. We build single-seated electric race-car for Formula Student Competition, Silverstone, U.K.
  • Led 6-member marketing team to negotiate alliances with various companies like TCS, B.E.S.T. Undertaking, etc. Our efforts led to 100% y-o-y increase in budget to INR 6 million.

Design Engineer, Control & Electronics

Jul 2012Jun 2013 · 11 mos

  • Led 5-member team responsible for design and implementation of control circuitry of the car.

Jr. Design Engineer, Control & Electronics

Jul 2011Jun 2012 · 11 mos

  • Designed the circuitry for integration of sensors and isolation of high voltage drivetrain. First Indian electric car ever participated in any international competition

Whirlpool of india ltd.

Intern, Control & Electronics Department

May 2013Jul 2013 · 2 mos · Pune/Pimpri-Chinchwad Area

  • Awarded Best Intern (amongst 5 Interns) for proposing innovative improvements in Control Circuit
  • Explored the possibility of using Digital SMPS (instead of analog SMPS) in Whirlpool devices -
  • Designed and prototyped Digital SMPS (Switch Mode Power Supply)
  • Developed a proposal for 3% cost reduction by using same microcontroller for SMPS and control circuit
  • Simplified PCB design by eliminating circuitry for RC oscillation and soft – start sequencing

Education

Indian Institute of Technology, Bombay

B.Tech + M.Tech in 5 years ( Dual Degree ) — Electrical and Electronics Engineering

Jan 2010Jan 2015

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