Aug 2021 – Jul 2024 · 2 yrs 11 mos · Bangalore Urban, Karnataka, India · On-site

• Led AI horizontal team (4 MLEs), standardising, integrating, automating code/process artifacts to be leveraged by Data Science teams in order to build and deploy faster, maintain quality and ship faster solutions with MLOps and Applied ML/AI , architecting standardized ML pipelines, reducing ML deployment time by 50%.
• Developed AI-driven supplier insights platform, driving $100M+ in revenue across 100+ Walmart suppliers.
• Optimized ML workflows, improving scalability and reducing model training costs by 30%.
• Skills used on daily basis: Pyspark, Hadoop, SQL, Hive, GCP, Dataproc, Airflow, Python, Data Science and MLOps,

Mar 2020 – Aug 2021 · 1 yr 5 mos

• Worked in the area of Information extraction, Relation Extraction, Text analytics, language modeling for Natural language processing using concepts such as LSTM, Self attention, BERT, Transformers.
• Implemented Table detection and extraction in pdf documents using novel computer vision and open cv techniques and created a product used by many internally and by the clients. This project involved an extensive development using NLP, opencv, MLOps pipelines and deep learning for computer vision with a provision of many models serviced via APIs

Mar 2018 – Mar 2020 · 2 yrs · Bengaluru, Karnataka, India

• Product development:
• I was part of team which developed MLflow a machine learning workbench tool as a software AG product for clients. Tool could do AutoML, model training an inference for variety of usecases. I also worked on deploying this tool on edge devices x86, Unix and ARM based such as NVIDIA Jetson and Nano using hands-on lib and docker level scripts for hardware compatibility , I worked on end to end data science consulting projects for clients as well as product development in artificial intelligence domain for internal Research and development. I worked on Machine learning, sklearn APIs, Data science techniques (analysis, visualisation, wrangling, feature engineering, statistics, modelling), NLP, Deep learning for text data using RNNs and LSTMs, modelling in Tensorflow, Keras and Pytorch. My primary go to language was Python.
• Few DS consulting projects that I worked on:
• Propensity models for chunk prediction and promo personalisation (worked on Casino Solaire's problem statement)
• Data duplication and MDM management using AI for CISCO Meraki.
• Model development and deployment for Duerr germany (onsite deployment experience)
• Q and A AI development for Software AG docs using deep learning techniques
• NLP topic modeling techniques for internal project
• Extensive hands on experience with Python on machine learning and deep learning tools and framework for Tabular, Image and Text data.
• Experience with DevOps for customisation and deployment on Virtual machines using AWS, Docker, Kubernetes.
• An acquired experience through years in working with Linux, debuggers, code IDEs, plugins, compilers, headless remote debugging on VMs.

Sep 2016 – Apr 2018 · 1 yr 7 mos · bangalore

• A formal advisor for development of
• Invento's flagship Humanoid robot Mitra
• http://www.invento.tech

Apr 2013 – Mar 2018 · 4 yrs 11 mos · Bengaluru Area, India

• Mathworks is the maker of MATLAB and Simulink. The mentioned work belongs to Software Product development for core MATLAB releases. My Contributions are present in MATLAB R2013b onwards.
• MATLAB and Simulink support on computer vision and machine learning feature support for text detection and face recognition with Raspberry Pi.
• Prototype of wearable technology by collecting the Accelerometer, Gyrometer data from sensor over external mode in Simulink for my hardware support package on ST Microelectronics board and running classification machine learning algorithm in MATLAB on large data to classify among various motion walking/sitting/running etc.(I collected the data over the time and wrangled with it)
• Generic Device Drivers development for ARM Cortex support from Simulink
• Scheduler design and Multitasking code low level feature support in C++ for hardware/OS usage. This is different from using a multi-tasking code in HLL for usecase, since this is providing a multi-tasking support low level layer to be used by HLL for usecases.
• Developed end to end support package and Simulink block functionalities for MSP430 and TM4C123G Launchpads. I have worked on:
• http://www.mathworks.com/matlabcentral/fileexchange/54929-embedded-coder-target-for-energia
• http://in.mathworks.com/hardware-support/st-discovery-board.html
• STM Nucleo support package from MathWorks:
• https://in.mathworks.com/hardware-support/st-nucleo.html
• Creating examples and demo models for customers for the above mentioned support packages.
• Documentation of the work.
• All of the work above required C, C++, Linux and Assembly/machine language development for OS kernels and hardware libs, HLL used were MATLAB and Python.

Nov 2012 – Apr 2013 · 5 mos · Hyderabad

• About Company:
• http://softmachines.com/soft-machines-unveils-visc-processor-and-soc-roadmap/
• Performing verification operation on an unique architecture, my job was basically to generate sequence of instructions from synthetic front end, look for instruction scheduling and execution in pipe-lining(data path) and RTL debugging the result.Look for performance and monitoring timing analysis.Functional and code coverage, UVM , writing sequences and test cases.I work on automisation of test procedures, and generation through scripting language(Perl).

May 2012 – Jul 2012 · 2 mos · Hyderabad

• Projects in robotics lab.
• Project on RF ID based autonomous robot dispatcher for corridor wing at SDD office, using Wi-Fi technology as commanding tool.

Dec 2010 – Jun 2011 · 6 mos · Mysore, Karnataka, India · On-site