Summary
Overview
Work History
Education
Skills
Certification
Timeline
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Mayank Pathak

Senior Data Scientist

Summary

Dynamic AI & Data Science Leader | Generative AI | BFSI | Predictive Analytics | AWS ML Certified

Innovative Data Science Professional with 6+ years of expertise in the BFSI sector, specializing in Generative AI, Machine Learning, Deep Learning and Advanced Analytics. A proven track record in developing AI-powered solutions such as Drishti Document AI and Smart Underwriting Systems, transforming decision-making and automation in insurance, banking, and financial services.

Overview

7
7
years of professional experience
4
4
years of post-secondary education

Work History

Senior Data Scientist

LUMIQ
Noida
05.2020 - Current
  • Led AI-driven automation in the BFSI sector, reducing health claims processing time by 80% through Drishti Document AI, an advanced document intelligence solution.
  • Developed Smart Underwriting Systems, improving risk assessment accuracy by 60% using LLM, NLP, and Agentic AI.
  • Designed and optimized predictive models, increasing customer conversion rates by 25% through AI-driven direct sales funnel optimization.
  • Implemented Generative AI solutions, enabling a 50% faster data extraction process using LLMOps frameworks (LangFlow, Langfuse).
  • Integrated AWS AI services (SageMaker, Textract, Comprehend, Lambda, Bedrock) to scale enterprise AI models, improving model deployment efficiency by 40%.
  • Built Intellisent, a business intelligence tool that automates data insights extraction from online platforms, reducing manual analysis efforts by 70%.
  • Mentored & led a team of 5+ data scientists & ML engineers, driving innovation in AI product development.

Artificial Intelligence Developer

Head Field Solutions Private Ltd
Noida
04.2019 - 04.2020
  • Developed AI-driven solutions for diverse industries, including healthcare, finance, and e-commerce, leveraging Machine Learning, NLP, and Computer Vision.
  • Designed & deployed Deep Learning models using TensorFlow & PyTorch, enhancing predictive accuracy in classification and recommendation systems by 30%.
  • Built NLP-powered chatbots & virtual assistants to automate customer interactions, improving response efficiency by 40%.
  • Implemented AI-based fraud detection systems, reducing false positives by 20%, using Anomaly Detection, AutoEncoders, and LSTM-based models.
  • Optimized machine learning pipelines with MLOps tools (MLflow and DVC) to ensure seamless model deployment and monitoring.
  • Integrated AI models into production using FastAPI, Flask, and AWS Cloud Services (S3, Lambda, SageMaker, Bedrock, and Textract).
  • Collaborated with cross-functional teams, including data engineers and product managers, to align AI solutions with business goals.

Software Developer

Miracle Corporate Solutions Private Ltd
Noida
01.2018 - 03.2019
  • Developed and optimized web applications using Python, Flask, and FastAPI, enhancing system performance and scalability by 30%.
  • Designed and implemented RESTful APIs, improving data exchange efficiency across microservices architectures.
  • Worked on database management systems including MySQL, PostgreSQL, and MongoDB, optimizing queries to improve data retrieval speeds by 25%.
  • Integrated Machine Learning models into production applications, enabling AI-driven automation for business intelligence solutions.
  • Developed and maintained backend services for enterprise applications, ensuring 99.9% uptime and high availability.
  • Managed version control & CI/CD pipelines using Git, Jenkins, and Docker, streamlining development and deployment processes.

Education

Bachelor of Technology - Computer Science & Engineering

ABES Engineering College
Ghaziabad, India
08.2014 - 07.2018

Skills

Big data analytics

Statistical modeling

Predictive modeling

Optimization techniques

Machine learning, Deep learning & Natural Language Processing

Generative AI, Large language modelling & Agentic AI

Time series analysis

Python programming

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Certification

📌 AWS Certified Machine Learning – Specialty (MLS-C01) | April 2023
🔹 Validates expertise in building, training, tuning and deploying ML models on AWS using SageMaker, Lambda and other cloud AI services.

📌 AWS Certified Cloud Practitioner (CLF-C02) | April 2021
🔹 Demonstrates foundational knowledge of AWS cloud infrastructure, security and core services.

Timeline

Senior Data Scientist

LUMIQ
05.2020 - Current

Artificial Intelligence Developer

Head Field Solutions Private Ltd
04.2019 - 04.2020

Software Developer

Miracle Corporate Solutions Private Ltd
01.2018 - 03.2019

Bachelor of Technology - Computer Science & Engineering

ABES Engineering College
08.2014 - 07.2018

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Mayank PathakSenior Data Scientist