Lead Machine Learning Engineer at Pixis
7 Years of Experience
Bengaluru, Karnataka, India
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Not Available
Key skills: [Generative AI (Development & Deployment), Research and Development, LLM fine tuning and deployment, Customer Driven Solution] As a results-driven Machine Learning Engineer with a focus on marketing analytics, I possess a unique blend of skills and experiences that make me an ideal candidate for your team. With a track record of developing and deploying cutting-edge machine learning algorithms, I have successfully optimized marketing strategies and driven exceptional business outcomes. My expertise in generative AI, including working with stable diffusion lama and ChatGPT, sets me apart as a forward-thinking innovator in the field. What sets me apart is my ability to translate complex data into actionable insights that fuel growth and success. I have a proven track record of collaborating with diverse teams and delivering solutions that exceed expectations. My passion for leveraging machine learning across the marketing domain fuels my drive to continuously explore new frontiers and seize opportunities that create a competitive advantage. If you're seeking a highly skilled and dynamic Machine Learning Engineer with a keen eye for marketing analytics and a strong deployment experience, let's connect on LinkedIn. I look forward to discussing how my expertise can contribute to your organization's success and drive transformative results.
Pixis, SaaS/Cloud Product, Marketing & Advertising
Quantiphi
REFLECTIONS INFO SYSTEMS
Pixis, Quantiphi, REFLECTIONS INFO SYSTEMS, Cleareye.ai, TechVantage Analytics, TechVantage Analytics
Job Title : Lead Machine Learning Engineer
Company name : Pixis
Period : November 2022 - Present
Summary : ● Spearheaded research and development efforts in a marketing and advertisement company, driving innovation in the field of marketing analytics.
● Developed and managed a state-of-the-art machine learning pipeline, harnessing the power of cutting-edge models such as Stable Diffusion, LAMA, DIS, and RealESRGAN, to generate highly impactful advertisement creatives.
● Orchestrated the seamless deployment of the pipeline on an EC2 instance, revolutionizing the efficiency of generating internal advertisements and empowering the company with a competitive edge in the current market.
● Demonstrated exceptional project management skills throughout the entire lifecycle of the pipeline, ensuring its scalability, robustness, and efficiency, thus optimizing productivity and elevating the company's position in the marketing analytics landscape.
Location : Banglore
Job Title : Senior Machine Learning Engineer
Company name : Quantiphi
Period : May 2021 - November 2022
Summary : ● Preparation of complex and large volumes of structured and unstructured data coming from multiple integrated systems
● Predictive Analysis to improve customer experience and persistence. Discovery of insights from large volume and high-velocity unstructured data for business to develop targeted strategies for improved customer experience
● Data governance (e.g. defining metrics for new reports, database management, etc.)
● Design and analysis of controlled randomized tests (e.g. multivariate testing)
● Provided machine learning insights and data onboarding to Dawn Foods by spearheading the project as Senior machine
learning engineer and delivered the cltv model with North Star Metric as monthly revenue.
● Next purchase forecasting for Henry Schein using extensive EDA and machine learning modeling.
● Deployed machine learning pipeline using Kubeflow for Dyson UK with custom model monitoring in GCP AI-Platform and
implemented cltv model using ensemble methods.
● Worked with Bank of Montreal in the pre-proposal phase and proposed Next Best Product and cltv model.
● Managed and mentored a team of seven MLEs in multiple projects and provided guidance to the R&D and product
teams in the marketing analytics domain.
Location : Trivandrum, Kerala, India
Job Title : Machine Learning Engineer
Company name : REFLECTIONS INFO SYSTEMS
Period : April 2020 - May 2021
Summary : ● Developed and deployed CNN-based entity recognition model for skill prediction for hiring platform with 82% that improved skill detection and extraction.
● Search engine for legal clauses using Bert and ElasticSearch that improved legal clause search and comparisons easier.
● Signature and stamp seal detection model using Yolo V3 which automated proofreading of legal documents.
● Designed and coded application components in an Agile environment utilizing a test-driven development approach.
● Involved in handling user authentication, authorization, social login, and SSO using OKTA in the flask.
Location : Trivandrum, Kerala, India
Job Title : Consultant Machine Learning Engineer
Company name : Cleareye.ai
Period : May 2020 - April 2021
Summary : ● Used machine learning and statistical modeling techniques to develop and evaluate algorithms to improve performance, quality, data management, and accuracy.
● Actively engaged other teams across the company to identify security scenarios where machine learning/applied statistics can be used, and lead the development of solutions to these problems.
● Engaged in data analysis in a practical way. Convinced business leaders that your results are worth investing in.
Location : Trivandrum, Kerala, India
Job Title : Associate Data Scientist
Company name : TechVantage Analytics
Period : July 2018 - March 2020
Summary : ● Predicted customers are likely to churn for a financial organization with 82% accuracy by analyzing 22000 customer data
using Xgboost which helped our clients to improve targeted customer interaction.
● Achieved Pay As You Go Car Insurance model for a lead insurer that used accelerometer and gyroscope data from
smartphones to analyze driving patterns and detect potential crash situations.
● Experience with direct client interaction in ml projects that executed candidate scoring based on resume section
identification and resume content quality. Also predicted candidate’s alternative industry and job role using TensorFlow,
and Random Forest models.
● Peer-to-peer recommendation engine for EMBA platform that achieved more user interactions and reduced rate of
attrition.
● Fine-tuning pre-trained BERT Model for predicting alternative industries and job roles a candidate can work based on
their current level of experience.
● Automated cattle insurance for India’s leading insurer by implementing a cattle face identification model.
● Deployed ml models in Paperspace, Digital Ocean, and Amazon AWS elastic beanstalk.
Location : Thiruvananthapuram Area, India
Job Title : Data Science Intern
Company name : TechVantage Analytics
Period : December 2017 - June 2018
Summary : ● Credit Risk Analytics based on KYC information to determine the probability of default of a potential borrower
● Parameter tuning, feature selection, SMOTE analysis, Anomaly Detection
● Built multiple models like Regression, SVM, Random Forest, xgboost
Location : Technopark Trivandrum Kerala
Title : The Complete Tableau Bootcamp for Aspiring Data Scientists
Period : July 2022 - Present
Summary : UC-96cf9b38-2a09-4382-a3c7-743579a992a9, udemy-certificate.s3.amazonaws.com, https://udemy-certificate.s3.amazonaws.com/pdf/UC-96cf9b38-2a09-4382-a3c7-743579a992a9.pdf
Issuing Authority : Udemy
Title : Docker Mastery: with Kubernetes +Swarm from a Docker Captain
Period : December 2021 - Present
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Title : Data Science Math Skills Duke University
Period : June 2021 - Present
Summary : 4KJ7PSU353UC, coursera.org, https://www.coursera.org/account/accomplishments/certificate/4KJ7PSU353UC
Issuing Authority : Coursera
Title : Introduction to Machine Learning Duke University
Period : June 2021 - Present
Summary : KMQUKP8PB8AW, coursera.org, https://www.coursera.org/account/accomplishments/certificate/KMQUKP8PB8AW
Issuing Authority : Coursera
Title : Machine Learning, Deep Learning model deployment (GCP, Mlflow, tensorflow.js, MlOps)
Period : May 2021 - Present
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Issuing Authority : Udemy
Title : Structuring Machine Learning Projects
Period : April 2020 - Present
Summary : YAEG2SUYEHJF, coursera.org, https://www.coursera.org/account/accomplishments/certificate/YAEG2SUYEHJF
Issuing Authority : Coursera
Title : Algorithms and Data Structures in Python
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Issuing Authority : Udemy
Title : Docker Mastery: with Kubernetes +Swarm from a Docker Captain
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Issuing Authority : Udemy
Title : Javascript Course
Summary : sololearn.com, https://www.sololearn.com/Certificate/1024-19032212/jpg
Issuing Authority : SoloLearn
Title : Machine Learning : A Beginner's Basic Introduction
Summary : udemy-certificate.s3.amazonaws.com, https://udemy-certificate.s3.amazonaws.com/pdf/UC-7e124043-4091-4d2a-96b1-557b785dc079.pdf
Issuing Authority : Udemy
Title : Python Core
Summary : sololearn.com, https://www.sololearn.com/Certificate/1073-19032212/pdf
Issuing Authority : SoloLearn
Title : SQL Fundamentals
Summary : sololearn.com, https://www.sololearn.com/Certificate/1060-19032212/pdf
Issuing Authority : SoloLearn
Award : Employee Of The Year
Issuer : Quantiphi.Inc
Date : 1 2021
Summary : https://tinyurl.com/vishnuverse
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