Overview
Work History
Education
Skills
Student Id
Coursework Information
Awards
Projects
Training
Timeline
Generic
Aayush Batra

Aayush Batra

Data Analyst
Haridwar,UT

Overview

6
6
years of professional experience
7
7
years of post-secondary education

Work History

Financial Quant Analyst

Self Employed
08.2021 - Current
  • Developed 10+ Alphas Ideas for running multiple low correlated strategies on NSE Options which achieved a CAGR of 26%+ over a period of 3 years
  • Worked extensively on Price - Volume relationship of Nifty index and its constituent stocks
  • Worked with a team of 2 data analysts to develop the 10+ strategies to run on Amazon Cloud EC2 instance.

Asst. Manager Data Science Projects

ITC
08.2019 - 08.2021

1. GPS Coordinate Retagging

a. Developed the checks and balances to identify the incorrect/ suspicious GPS coordinates of retail outlets across India

b. Collaborated with various stake holders and aided in development of robust system for the collection & rectification of the correct coordinates. These data points were the foundation for development of routes of salesman


2. Sales Man route optimization

a. Worked along with consultants from BCG for the development of logics for optimized routing for Salesman.

b. Led a team of 3 data analysts to execute the python scripts on cloud for the rollout of optimized salesman route across distributors all India.

c. Aided in the standardization, automation and hosting of the python scripts on Cloud Server & delivered the optimized routes for 100+ distributors in a span of 2 months.


3. Data Scraping & Dashboards Development

a. Developed Selenium scripts to scrape thousands of Pharmacy outlets from the internet which helped to identify the outlets which were not serviced leading to potential increased reach for ITC

b. Enabled the team to develop tableau dashboards to track various KPI metrics of major projects.


4. Traffic Analysis on highways

a. Using HERE API , performed statistical analysis of traffic on roads.

b. It aided in the strategic selection of area outlets to be serviced effectively



Asst. Manager Data Science Projects

ITC
08.2018 - 08.2019

1.. Worked on Various Parameter optimization to achieve optimized working conditions using machine learning. It helped to reduce the blackening of stems and deliver better product quality.

2. Developed a Predictive LSTM model to assess the sentiment and generate a report of the feedback on products gathered by Neilsen

3. Engaged with multiple Stake holders at various levels and educated them on use of statistical & machine learning

Education

B.Tech + M.Tech (Dual Degree 5Y) - Mechanical Engg.

IIT Kharagpur
07.2013 - 04.2018

CLASS XII BOARD EXAM -

DAV Centenary Public School
Haridwar
04.2011 - 03.2012

CLASS X BOARD EXAM -

DAV Centenary Public School
Haridwar
04.2009 - 03.2010

Skills

Python/C/SQL

Student Id

13ME33006

Coursework Information

  • Deep Learning
  • Machine Learning
  • Artificial Intelligence
  • Algorithms
  • Programming and data structures
  • Heat and Mass Transfer
  • Fluid Mechanics
  • Mechanics of Solids
  • Kinematics of Machines
  • Applied Thermofluids-I
  • Applied Thermofluids-II
  • Thermodynamics
  • Soft Computing

Awards

  • International Olympiad of Mathematics 2008 - Acquired 1st rank in the class and 2nd state rank in IOM 2008.
  • International Informatics Olympiad, International Olympiad of Science and International Olympiad of English 2009 - Secured 2nd state rank and 51st international rank in final round of IIO 2009. Secured 1st class rank, 2nd state rank and 321 international rank in iOS 2009. Secured 2nd class rank and 2nd state rank in IOE 2009.
  • Resostart 2013 - Acquired AIR-118 in Resostart 2013 which is a National Level Exam of PCM and won a branded sports watch.
  • JEE ADVANCED 2013 - Secured AIR 1760 out of 1.5 lac students appeared for JEE ADVANCED 2013.

Projects

Modelling of suspension system in automobile-BTP, 07/2016- 05/2017

Designed and simulated a suspension system for a quarter car and a half car model by controlling two input, spring stiffness and damper rate for different road profiles., Evaluated the performance of the modelled system using simulation carried out in MATLAB and SIMULINK. Designing of Parabolic Leaf Spring(Consultancy Project)-MTP, Designing of parabolic profile of leaf spring for variable thickness, variable width and amalgamation of variable width & thickness models. Optimising the parameters of the profile of spring using genetic algorithm to minimise the weight., Perform stress, strain, modal analysis to ensure that all the parameters are with in the range.

Summer Project on Load Cell, Professor Vikrant Racherla, 05/2016, 06/2016,

Involved in building load cells for weigh bridge for effectively measuring the weight of heavy vehicles on road to check if overloaded., Use of Hall Effect sensor to measure the change in magnetic flux interfacing it with NI card to calculate the load applied by optimising the equation for finding out the weight.

Semi-Autonomous Gesture Controlled Bot, 01/2016, Made a semi-autonomous gesture controlled robot controlled by the movements of hand using accelerometer(ADXL335) able to identify and read RFID tags autonomously., It was made for Warehouse, a National level Robotics event of Kshitij where our team bagged second prize and Rs 14000.

Air Instrument- Playing music using hand gestures-Machine Learning Project

Developed a robust, accurate position detection & motion recognition system used for playing/controlling music using hand gestures as a musical instrument/remote. Acquired data from accelerometer and gyroscope sensors of smart phone and interfaced it with MATLAB to apply machine learning on the real time data., Analyzed and classified the data using KNN into different classes to give the desired results.

Training

  • Workshop on Robotics in IIT KGP, 12/2014, 7 days, 7 days workshop in embedded electronics by Robotics Society IIT KGP where learnt how to make and program a "Self Balancing Bot" by applying PID on the readings of accelerometer and gyroscope.
  • Robotics and Embedded Systems by Robosapiens India, 06/2014, 07/2014, 1 month, One month training in ROBOTICS AND EMBEDDED SYSTEM by Robosapiens India in Noida in Summers 2014., Created a white line follower bot, a start and stop on clap bot and DTMF controlled bot using ATMEGA 16 microcontroller.
  • Automobile Engine Design by Robonext, 06/2014, 15 days, 15 days training in Noida where studied about chassis, engine working, brakes, suspension and fuel injection with hand on experience with a 100cc engine.

Timeline

Financial Quant Analyst

Self Employed
08.2021 - Current

Asst. Manager Data Science Projects

ITC
08.2019 - 08.2021

Asst. Manager Data Science Projects

ITC
08.2018 - 08.2019

B.Tech + M.Tech (Dual Degree 5Y) - Mechanical Engg.

IIT Kharagpur
07.2013 - 04.2018

CLASS XII BOARD EXAM -

DAV Centenary Public School
04.2011 - 03.2012

CLASS X BOARD EXAM -

DAV Centenary Public School
04.2009 - 03.2010
Aayush BatraData Analyst