Summary
Overview
Work History
Education
Skills
Personal Projects And Researches
Certification
Websites
Timeline
OperationsManager

Mohammed Fairos Mirza

Bangalore

Summary

3+ years experience in data science, professionally skilled in advanced analytics, and diverse experience in project execution and requirements gathering with different stakeholders. Competent in data modeling and insight reporting to provide data-driven recommendations and strategic goals.

Overview

3
3
years of professional experience
1
1
Certification

Work History

Data Scientist

Matelabs
Bengaluru
02.2023 - Current
  • Advanced Marketing Analytics: Led the creation of innovative analytical tools tailored for marketing insights.
  • ML Engine Development: Design of an in-house Marketing Mix Modeling engine utilizing regression, Bayesian, and MCMC techniques. This evolution led to a notable reduction in experiment duration, from 3 hours down to 10 minutes.
  • Data Analysis: Developed a specialized approach to understand and interpret variable data, enhancing the depth of impact and contribution analysis.
  • MLOps Integration: Adopted and integrated MLOps concepts, fortifying system reliability and performance.
  • Supply Chain Enhancement: Improved service levels in inventory and supply chain management, achieving a significant rise from 60-85% to 92-98%.
  • Process Optimization: Implemented advanced strategies like parallel processing and strategic data storage, curtailing model runtime from 36 hours to a swift 8 hours for the entire PSKU's.
  • Collaborative Leadership: Consistent collaboration with stakeholders and drove the development initiatives, employing tools like GitHub and Wiki. Worked in tandem with data-focused team members to ensure end-to-end project coherence.
  • Operational Integration: Seamlessly transitioned both market mix engine and inventory optimization tools into active production, setting a new benchmark in operational efficiency for the internal team.

Associate Data Scientist

Public Affairs Center.
Bangalore
03.2021 - 02.2023
  • Requirement Gathering: Conducted extensive sessions with various stakeholders to collate and define precise project requirements.
  • Data Management: Spearheaded data extraction and analysis from multiple sources, establishing a centralized system and pipeline architecture that bolstered agility and accuracy.
  • Technical Proficiencies: Utilized Docker and Airflow to containerize and oversee the data pipeline, ensuring seamless data flow and processing.
  • Strategic Analytics: Amplified advanced data analytics capabilities to support and enhance government strategies, ensuring their efficient implementation.
  • Forecasting Expertise: Crafted both single and multi-stage forecasting models, leveraging techniques such as ARIMA, SARIMA, PROPHET, LSTM, and AVERAGE.
  • Societal Impact: Pioneered the Gender Equality Index, a critical tool to foster gender equality in Karnataka.
  • Optimization Initiatives: Formulated resource optimization strategies based on current allocation and consumption patterns, driving efficiency.
  • In-depth Analysis: Conducted time series analysis of key indicators at the district level, facilitating targeted and impactful interventions.
  • Bayesian Applications: Employed Bayesian Networks to ascertain causative factors contributing to gender inequality in the region.
  • Digital Analytics: Used Google Analytics to monitor SEO performance, aiming to uplift services across socio-economic segments in Karnataka.
  • Performance Enhancement: Executed A&B testing, refining the National e-Governance Service Delivery Assessment in Karnataka.
  • Auditing Expertise: Conducted comprehensive system and procedural audits across 50 departments of the Karnataka State Government.
  • Temporal Analysis: Assessed the implementation patterns of women empowerment and protection schemes over a five-year span using time series models.
  • Budgetary Predictions: Leveraged Machine Learning and Stochastic Simulation to forecast the upcoming year's budget, optimizing expenditure across departments.

AI/ML Engineer Intern

Agri Joy LLP.
08.2020 - 12.2020
  • Statistical & Data Modeling

Education

Masters in Data Science -

Christ University
05.2021

Bachelors in Computer Application -

Kerala University
04.2019

Skills

  • Python
  • R
  • MySQL
  • Data Cleansing & Transformation
  • Statistical & Data Analysis
  • Feature Design & Implementation
  • Solution Delivery
  • Sentiment analysis
  • Analytics Enhancement
  • Operational Research
  • Machine Learning and Deep Learning
  • Technique Validation
  • Business Development
  • Data Engineering

Personal Projects And Researches

  • Twitter sentiment analysis and Topic Modeling using grid search to identify inequity in LGBTQ community
  • Stereo HDR image from mono image using GAN
  • Prediction of plant disease using Deep Learning
  • Impact of Weather during Covid19

Certification

  • Machine Learning Specialization (University of Washington, Coursera)
  • Cloud Analytics Using Amazon Web Service
  • Neural Networks and Deep Learning (Coursera: Deeplearning.ai)
  • Natural Language Processing (National Research University Higher School of Economics)

Websites

Timeline

Data Scientist

Matelabs
02.2023 - Current

Associate Data Scientist

Public Affairs Center.
03.2021 - 02.2023

AI/ML Engineer Intern

Agri Joy LLP.
08.2020 - 12.2020

Masters in Data Science -

Christ University

Bachelors in Computer Application -

Kerala University

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Mohammed Fairos Mirza