A Curious Technology Enthusiast
Shikhar Kwatra
E-mail: sk4094@columbia.edu, shikharkwatra@gmail.com, kwatra.contact@gmail.com
Phone: +1 (919) 867 8212
Professional info
-- Current Machine Learning/AI/Deep learning projects can be found on my youtube channel : https://www.youtube.com/user/skwatra1992/videos?view_as=subscriber (github links embedded)
-- Inventor of 200+ Patent Applications. Continuing to work on emerging areas and work on innovative ideas.
-- Currently speaking at various occasions to inspire fellow engineers to think from an inventive mindset and develop new products!
-- Intention: To make a difference.
-- Major research interests include AI, Internet of Things, Computer Architecture and Embedded Systems and study of behavioral patterns.
Languages
C/C++
Python
Matlab
Pspice
Work experience
Data & AI Architect and Master Inventor, IBM
Apr 2020 - Present
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Led multiple engagements with team members including leads, consultants, across multiple global locations effectively and improved multiple project delivery efficiency. This led to referencing clients with premium customer satisfaction rating.
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Creator of End-to-end Data & AI product delivery (low code platform with hybrid Interface) from conceptualization to production for large enterprises incorporating active feedback from clients, which led to 200+ deployments in 2 years with clients spanning across financial, retail and healthcare sector.
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Creator of End-to-End ML-Ops Starter Kit as ML-Operationalization Core Lead to operationalize AI models inclusive of detection of bias, fairness, and model drift for enterprises in a hybrid cloud environment (Azure, AWS, GCP).
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Conduct Discovery workshops with clients to understand the data sets and explore data science use cases.
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Architect and configure hybrid cloud solutions for enterprises based on their requirements and workloads.
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Co-Inventor of 350+ patents (Youngest Indian M.I.) filed in USPTO pertaining to the field of Mobile, Hardware software interface, AI, Blockchain etc. Received numerous invention achievement awards for patent and technical publications.
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Led Academy of Technology (AoT) initiative on “Machine Learning Explainability”. Actively contributed to developing multiple whitepapers including best practices as part of Global AoT Initiative: “Reproducibility of ML models”.
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Leading Women in Technology (WII) Initiative to create an all-inclusive mindset and encourage female inventors to move forward and innovate on groundbreaking technologies.
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Active Speaker at various conferences showcasing Watson AI services and use-cases utilizing Watson ML APIs.
AI-IoT IP Engineer and Master Inventor, IBM
May 2016 - Mar 2020
Youngest Master Inventor
Honored to be one of the youngest Master Inventor in IBM and youngest Indian to achieve this title! Proven track record in IBM's patent process, invention, and innovation activities including creation, teaming, and evaluation. Active inventor in a broad spectrum of technology areas resulting in 300+ USPTO patent applications, multiple patents in geographies such as the US, CN, KE, IN and JP, and patents owned by top companies.
- 2019: Appointed Master Inventor via Corporate Group.
The title of IBM Master Inventor is an appointed honor awarded to inventors who:
- Demonstrate sustained innovation leadership
- Mentor broad community of inventors
- Provide service to IP Law and invention development teams (IDTs)
Intellectual Property Engineer
Collaborating in matrix organization of IP engineers, attorneys, and business teams to monetize and license IBM's patent portfolio.
Technical proficiency includes computer hardware, system on chip, IoT, Cognitive, enterprise systems, storage, and consumer technologies. Responsibilities include providing timely, high-quality patent and technical information research, analysis, and proficiency, specifically:
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Leading technical discussions on US and International client engagements
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Partnering with Business Development Executive and Attorneys to structure IP assets and deals
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Analyzing products, technologies, and landscape for data-driven insights
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Applying competitive market and technical intelligence to meet business and revenue targets
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Researching technology areas to identify critical areas that will be important in the near future
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Dissecting potentially infringing products and developed evidence of use against industry offerings
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Classifying patents in IBM’s portfolio that may be relevant to widely deployed technologies
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Worked on creating the dataset and training model for feature extraction and dynamic keyword mapping as part of the Cognitive project.
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This will enable classification of patents under certain domains of technology areas and simplify the operation of extensively researching over the IP portfolio.
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It will also create an automated system to assist patent engineers in determining evidence of use.
Invention Development Teams
Serving on multiple invention development teams (IDT) for several business units including Corporate Headquarters (CHQ), Software Group (SWG), Pervasive Wireless IDT board, Commerce IDT, Global Mobile board IDT (GBS) and IBM Blockchain Group to review potential ideas and identify strong candidates for filing.
Subject-matter expert in the evaluation of the following technologies: CPUs, multi-processors, mobile devices, cognitive/AI tech, pervasive/wireless technologies, user interface, and immersive virtual environments.
Responsibilities include:
- Interfacing with inventors in the review process to facilitate the discussion of their invention disclosures
- Mentoring inventors on how to apply technical proficiency and creative problem solving skills to ideas
- Reviewing inventions to derive the core novelty and broadest impact to the business
- Perform patentability searches to locate prior art that apply to the field of an invention
- Advising on value, patentability, and technical feasibility of invention disclosures under consideration
- Advocating for strong, solid technical disclosures and applications toward high quality patent issuance
Project Engineer, Wipro Technologies
July 2014 - June 2015
My job in Wipro Technologies as Product Engineering services as an Embedded C developer led to work on Bluetooth module and application layer for developing an automotive Infotainment system.
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Collaborated in the optimization of Bluetooth module and application layer with IPC communication as an embedded C developer for the development of an automotive Infotainment system. Also gained expertise in working on Canoe module.
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Spearheaded the Radio design module team and debugging state machine employing HSM architecture.
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Testing, development and deployment of new features alongside weekly customer and onsite interaction.
Lead Research Engineer, mLabs
Sep-2012 To Dec-2013
Memristor Kit
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Designed and programmed a low-cost DIY Memristor kit using arduino and RaspberryPi and validated various analog circuits using the same.
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Work led to gained visibility among scientific community and created awareness about memristor among students.
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Presented the idea of Memristors and future of emerging technologies in workshop at IIT-Delhi
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Proved the existence of canonical implementation of Memristive devices via Characterization techniques.
Low Cost Data Acquisition system - Bit by Bit(B3)
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Developed a fully automated data acquisition and analysis system along with an arbitrary waveform generator using RaspberryPi based Board. Currently known by the name Bit by Bit (B3) and supported by microsoft ventures.
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Work led to development of Home Automation System module using an extra zigbee.
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Debugged various analog circuit designs using the designed kit.
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A modified version of the same was used to design a Wireless Remote control Robotic car.
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Developed Zigbee based digital clock with an on-screen wireless data capturing module for live data display.
INTERN, CEDT(NSIT)
June2011-Aug 2012
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Heart Rate Monitor – Developed a non-invasive heart rate monitor using IR sensor, displayed ECG graph using Processing.
Arduino Based Display Projects
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Pac-man On Digital Storage Oscilloscope – Using Arduino proto-shield, 2 8 bit DAC’s were built using R-2R ladder network connected to the Digital Storage Oscilloscope via the probe. Link - http://bit.ly/Nl4cHk
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Snake Game On 8X8 Led matrix - Using Arduino Uno Microcontroller Board interfaced with a controller for controlling the movement of snake on 8X8 Led matrix. Link - http://goo.gl/BK8HIg
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5V Power Supply with Fold-back Limiting Current of 600mA (Jan 2012) – Designing hardware on a PCB.
Intern, Robosapiens
June 2010-Aug 2010
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Training on Advanced Robotics and Embedded Systems: Learnt about microcontrollers and worked on AVR ATmega8/16/32 and successfully accomplished projects like building line follower, obstacle-avoider, wireless communication with robots.
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Secured 2nd grade in course on Embedded systems and AVR from Robosapiens.
Google Online Marketing Challenge
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Worked in a team of 6 members with Singodia Electronics Private Ltd (singodia.com) and Contributed in suggesting online marketing strategies and worked on Google Ad-words campaigns.
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Analysed and optimized the campaigns to bring down the CPC (Cost per Click) and increase the CTR.
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Submitted detailed progress reports regarding the same to Google. Achieved AIR 17 and Asia Rank-43 in GOMC.
Content Development Work, Collegespace
Oct 2011-March 2013
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Coordinated with the Team in order to contact all the members to facilitate timely content of the required study material.
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Wrote Articles and updated contents on the site related to relevant Topics and events occurring at NSIT.
Research Projects
Skills
Cadence Virtuoso
Jupyter Notebook
Watson Studio
AutoAI
ML Frameworks
Google Sketchup/Corel Draw
Eagle PCB
Breadboarding
LaTeX
2010 - present
2010 - present
Optimal Machine Anomaly prediction mechanism
Created Machine learning model for optimally extracting and predicting the machine failure based on correlation with 51 timestamped sensor values. Model selection and hyperparameter tuning improved the accuracy to 99.7%. - Link: https://ibm.co/2H0M05k
NY Fare amount model
Devised ML Explainability model using ELI5 MIT library to predict fare amount in NY. -Link: https://ibm.co/2YzqGPg
Intelligent Infant Monitoring System
Developed a novel priority based automated distraction mechanism for maximizing the safety of the infant. Created the client-server architecture and the android application interfaced with Raspberry pi and ESP8266 module. (Link: https://youtu.be/emNTuDXmklA
Slave Controller for the Philips I2C Bus Protocol
Implementing and designing the Finite State Machine for slave controller using the bi-directional I2C bus protocol with error handling in VHDL using Altera.
Complete Microprocessor Core design
Designing the complete schematic and creating the layout of an entire microprocessor core design along with verification of the functionality of the entire design with Ultrasim.
Development of Indigenous and Myo-electric Prosthetic Arm
Dec 2014- July 2015
Designed EMG sensor board for feature extraction of required signals and Multi-Level Perceptron algorithm for feature classification. Project was selected in Honeywell’s Young Innovators Challenge, 2014.
Low voltage power supply
May 2012-July 2012
Implemented a low voltage power supply of 5v on a PCB with a fold-back limiting current of 500mA.
Education
COLUMBIA UNIVERSITY, NEW YORK
Expected Graduation Date : Jan 2017
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Masters in Electrical Engineering.
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Relevant Coursework: Formal Verification, System On Chip, Digital VLSI Circuits, Advanced logic design.
NETAJI SUBHAS INSTITUTE OF TECHNOLOGY, DELHI
July 2010-2014
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Majored in Instrumentation and control engineering securing 72.5%.
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Received Merit Scholarship of Rs.10550 for 2 consecutive years 2011-12 and 2012-13.
MJK PUBLIC SCHOOL, DELHI
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Secured 89.8% in Class XII(AISSCE) and 88.2% in Class X(AISCE).
Conferences/Publications
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Memristor Poster Presentation and DIY Memristor kit live demonstration in maker-fest 2014 held in india http://makerfest.com/makers/shikhar-kwatra
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Presented paper titled “Detailed analysis of discrete memristor and its use in programmable analog circuits”accepted on memristor research at MemTDAC Workshop in Vienna.
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Presented paper titled “Characterization Board For Novel Memristor” selected for poster presentation at the 27th International Conference for VLSI Design and 13th International Conference for Embedded Systems.