Sep 2021 – Aug 2024 · 2 yrs 11 mos · Bengaluru, Karnataka, India

• Work as a Senior Machine Learning Engineer at Mist Systems a Juniper Company.

Jan 2019 – Sep 2021 · 2 yrs 8 mos · Bengaluru Area, India

• Data Scientist at Global Artificial Intelligence Accelerator (GAIA), Ericsson Research

Jun 2016 – Dec 2018 · 2 yrs 6 mos · Bengaluru Area, India

• Part of IOT Product and Innovation Team, aimed at driving and facilitating innovative projects along SAP's Manufacturing Line of Business. At SAP, I worked on two Products: Digital Manufacturing Insights (DMI) and Predictive Quality Manufacturing(PQM). Under these projects, I gained experience on different areas of ML like Association Rule Mining, Advanced Classification Models, Time Series Segmentation, Complex Model Interpretation using LIME and Anomaly Detection.
• I also conducted trainings on the Data Science Introductory course(DS101) and Advanced Course (DS20X) within SAP, apart from my core project role.
• Projects Details: https://drive.google.com/open?id=1bR1Q43ptoV6pNUNL50ifurBaAy_MQLfN

May 2015 – Jul 2015 · 2 mos · Mumbai

• Project on Automated Android based Visitor verification system for Residential Societies:
• Designed an optimized Minutia based matching algorithm using SVM for 1 to N fingerprint efficient matching especially for asymmetric visitor fingerprints
• Validated results on the UPEK database of 5000 images obtaining results with 94 % accuracy

Jun 2014 – May 2016 · 1 yr 11 mos · Kolkata Area, India

• The first and sole Laser Tag Equipment Manufacturer and Service Provider in India. I was involved in the Product Development of this budding startup, awarded at many National Level Business Plan Competitions namely "NASSCOM Idea to Prototype Competition, Kolkata 2014", Best Product Innovation Award at Global Enterpreneur Summit, 2015, IIT Kharapur and Runners at the Bussiness Plan Competition, Kshitij, 2015 IIT Kharagpur.
• As a part of the Startup:
• Developed cost efficient Laser Tag Battlefield Simulation Technology for Defense training in India and got selected under DSIR(Govt.of India) PRISM with initial Funding of 2.5 Lakhs.
• Designed a parallel sensing algorithm for fast tracking of Laser Light which will simultaneously monitor all sensors in Real Time.

May 2014 – Jul 2014 · 2 mos · Bengaluru Area, India

• Project on Calibration and Design of Heart Rate Monitor based on Pulse Oximetry:
• Developed an algorithm to compute the Heart rate from the AFE Sensor Data using Kalman Filter technique and code to display real time pulse signal on LCD4 using Sitara ARM335X.
• Designed a state machine based algorithm for accurate calibration of the AFE4400 output to an optimal threshold DC value
• Applied Algorithmic Data Modeling and Segmentation to design the data dictionary for developing a high level UI (User Interface) api

Dec 2011 – Apr 2014 · 2 yrs 4 mos · IIT Kharagpur

• Under an initiative by the Dean of Student Affairs , IIT Kharagpur ,SWG is a student body to run and manage activities all around the campus to help the fellow students in their campus journey.
• I lead the Central team of 25 Members as a head and initiated activities for students like GD/PI sessions, PDS classes, Linux Workshop & Panel Discussion. As a head I successfully Organized Student Mentor Program, one of the biggest on-campus programs, reaching 1256 UG freshmen with 265 mentors