profile-pic

Shashank shekhar Singh

Experienced hand on ML / AI Engineering leader with 12+ years

of experience in architecting ML / AI Systems in multiple domains like HR Tech, CPG, E-governance and Telcom.

Successfully created and deployed large-scale Artificial Intelligence products from ground up like Conversational AI assistant, Job-Candidate Recommender, GenAI platform, Consumer foresights engine, Biometric fraud analytics platform ect.

Experience in all phases of the machine learning product development life-cycle such as business understanding, data collection and pre-processing, feature engineering, model building/finetuning and testing, deployment, setting up continuous monitoring and automated retraining framework.

Experienced in leading and mentoring a team of ML Engineers and Data Scientists for end-to-end ML lifecycle.

Experienced in working with CXOs and cross functional Engineering, Product, Design and Marketing teams to create AI vision, roadmap, and execution strategy

  • Role

    Lead ML Engineer

  • Years of Experience

    13 years

Skillsets

  • Machine Learning
  • Explainable ai frameworks
  • Recommender systems
  • Large Language Models
  • Intent detection
  • Dimensionality Reduction
  • Data Modeling
  • Data Engineering
  • classification algorithms
  • Causal Inference
  • Artificial Intelligence
  • Machine Learning
  • Time-Series Forecasting
  • regression models
  • Prompt Engineering
  • Neural Networks
  • Natural Language Processing
  • Model deployment
  • Feature Engineering
  • Deep Learning
  • Clustering algorithms

Professional Summary

13Years
  • Apr, 2021 - Present4 yr 11 months

    Lead Machine Learning Engineer

    Sensehq
  • Jan, 2018 - Mar, 20213 yr 2 months

    Senior Manager- Data Science

    Diageo Business Service India Ltd
  • Mar, 2013 - Jan, 20184 yr 10 months

    Senior Consultant - Data Science

    Aujas Networks Pvt Ltd
  • Aug, 2007 - Nov, 20092 yr 3 months

    Software Engineer

    Torry Harris Business Solutions
  • Dec, 2009 - Mar, 20133 yr 3 months

    Product Engineer

    Subex Ltd.

Applications & Tools Known

  • icon-tool

    LangChain

  • icon-tool

    Gensim

  • icon-tool

    NLTK

  • icon-tool

    Pytorch Lightning

  • icon-tool

    pandas

  • icon-tool

    scikit learn

  • icon-tool

    MySQL

  • icon-tool

    Snowflake

  • icon-tool

    SparkSQL

  • icon-tool

    Postgres

  • icon-tool

    ElasticSearch

  • icon-tool

    AWS

  • icon-tool

    Docker

  • icon-tool

    Matplotlib

  • icon-tool

    Github

  • icon-tool

    Jenkins

Work History

13Years

Lead Machine Learning Engineer

Sensehq
Apr, 2021 - Present4 yr 11 months
    Contributed to Recruitment conversational AI assistant, Job-Candidate matching engine, and GenAI-based SenseAI platform.

Senior Manager- Data Science

Diageo Business Service India Ltd
Jan, 2018 - Mar, 20213 yr 2 months
    Led Data Science initiatives in consumer marketing, e-commerce, commercial sales, and finance.

Senior Consultant - Data Science

Aujas Networks Pvt Ltd
Mar, 2013 - Jan, 20184 yr 10 months
    Consulted for India's UIDAI Aadhaar program and spearheaded development of AI/ML-based Identity Fraud Management platform.

Product Engineer

Subex Ltd.
Dec, 2009 - Mar, 20133 yr 3 months
    Worked on improving the flagship Telecom Fraud Detection & Revenue Assurance product using analytics and algorithms.

Software Engineer

Torry Harris Business Solutions
Aug, 2007 - Nov, 20092 yr 3 months
    Worked on maintaining and improving Orange UK's (now Everything Everywhere UK) in-house Fraud Analytics platform.

Achievements

  • Winner of Sense Hackathon in Dec 2021
  • Team Awarded the best emerging product at Sense Annual Day in Feb 2022
  • Chatbot Product awarded the Best Innovative Tech Solution at 2022 HR Tech Awards
  • Judge for Sense AI hackathon in 2023
  • CIO Award for the team for Consumer Foresights platform
  • Black label Award for the Product Assortment recommendation engine
  • Kaliber Award for customer credit reliability platform
  • Champ of the Year award in 2016 for improving facial age and demographic age mismatches using CNN

Major Projects

2Projects

Generative AI Tool Development

    Developed an internal Gen AI tool for generating survey documents for market research studies.

Inventory Simulation Model

    Built a model for inventory cost optimization and stock availability improvement for an aviation client.

Education

  • Big Data Analytics Certification

    Indian Institute of Management, Bangalore (2017)
  • Bachelor of Technology Electronics & Communication Engineering

    Uttar Pradesh Technical University, Lucknow (2007)

Certifications

  • Big data analytics certification from indian institute of management, bangalore

  • Big Data Analytics

    Indian Institute of Management, Bangalore (Jul, 2017)
  • Deep Learning by Andrew NG

    Coursera (Oct, 2019)