AFIF A. profile photo 1 on Tal

AFIF A.

I build Data Science Platform and automate processes

Bengaluru

11+ years of work experience

Nov 20241 y 11 moPresent

Remote

Motive
Dec 20242 mosJan 2025

Bangalore Urban, Karnataka, India

slice
Oct 20231 yr 2 mosNov 2024

Bangalore Urban, Karnataka, India

slice
Jul 20212 yrs 4 mosOct 2023

Bengaluru, Karnataka, India

Goals101
Apr 20214 mosJul 2021

India

Goals101
Sep 20182 yrs 7 mosMar 2021

Bengaluru, Karnataka, India

- Owned, designed, and developed E2E automated campaign assessment framework for Alpha product users (brand, bank) o Developed controller micro-service for intelligent, automated and fault tolerant report maintenance o Integrating reporting framework removed the dependency on error-prone manual report generation and improved application flexibility - Created DAG scheduling utility which can be used to schedule any Spark jobs via Airflow o With the help of config powered DAG scheduling utility, data team were able to schedule their Spark jobs without making changes in codebase resulting in faster development and automation - Developed a data uploader service for loading data into data storage layer o Uploader service supports multiple database/data storage tool – ClickHouse, PostgreSQL, and Elasticsearch o Faster component development as uploader service is readily available as a service - Other roles and responsibility o Developed an automated pipeline for feature engineering to be consumed by Data Scientist for segmentation purpose o Responsible for operationalizing and integrating components developed by team members o Owned and prioritized project roadmap with key stakeholders – developed epics, user stories and product features o Worked closely with UX team to deliver needed requirements – participated in UAT process to identify the gaps o Responsible for the release management lifecycle - scheduling the release, coordinating between teams, and deployment of release as per the schedule and within budget o Responsible for constant monitoring and bug fixing of data pipeline in production environment – Identify the root cause of failure
Mu Sigma Inc.
May 20171 yr 3 mosJul 2018

Bengaluru Area, India

• Led a team of 4 members while consulting a subsidiary of one of the largest e-commerce in content delivery and media technology domain • Built an anomaly detection model to identify anomalies on wind turbine blades, using images captured by drones, with 90% recall and 50% accuracy
Mu Sigma Inc.
Jul 20151 yr 10 mosApr 2017

Bengaluru, Karnataka, India

• Developed a predictive model with 83% recall and 75% precision to identify potential churners to curb attrition for a leading US Energy Corporation by analyzing 80 hypotheses across 4 customer segments • Built an image classifier using Google's TensorFlow to identify anomalies in electrical assets which helped the client's maintenance team in prioritizing work

AFIF’s AI Stack

anthropic apis
anthropic apis
claude code
claude code
github copilot
github copilot
ollama
ollama
ChatGPT
ChatGPT
Cline
Cline

Education

International Institute of Information Technology Bangalore

PG Diploma, Machine Learning and Artificial Intelligence

International Institute of Information Technology Bangalore

20211 yr2022
Bangalore institute of technology

Bachelor of Engineering (B.E.), Computer Engineering

Bangalore institute of technology

20114 yrs2015

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AFIF A. on Tal

Headline

I build Data Science Platform and automate processes

About

Experienced Data Science Platform Engineer with a demonstrated history of working in the information technology and services industry. Skilled in Program management, Data modeling, ETL, Visualization, Regression, and Classification. Strong research professional with a Bachelor of Engineering (B.E.) focused in Computer Science and Engineering from Bangalore Institute Of Technology.

Location

Bengaluru

AI stack

anthropic apis

claude code

github copilot

ollama

ChatGPT

Cline

Work experience

Senior Data Scientist at The Weather Company, Nov 2024 - Present · 1 y 11 mo, Remote

Senior Strategic Analyst at Motive, Dec 2024 - Jan 2025 · 2 mos, Bangalore Urban, Karnataka, India

Senior Data Science Manager at slice, Oct 2023 - Nov 2024 · 1 yr 2 mos, Bangalore Urban, Karnataka, India

Lead Data Scientist at slice, Jul 2021 - Oct 2023 · 2 yrs 4 mos, Bengaluru, Karnataka, India

Sr Data Science Platform Engineer at Goals101, Apr 2021 - Jul 2021 · 4 mos, India

Data Science Platform Engineer at Goals101, Sep 2018 - Mar 2021 · 2 yrs 7 mos, Bengaluru, Karnataka, India, - Owned, designed, and developed E2E automated campaign assessment framework for Alpha product users (brand, bank) o Developed controller micro-service for intelligent, automated and fault tolerant report maintenance o Integrating reporting framework removed the dependency on error-prone manual report generation and improved application flexibility - Created DAG scheduling utility which can be used to schedule any Spark jobs via Airflow o With the help of config powered DAG scheduling utility, data team were able to schedule their Spark jobs without making changes in codebase resulting in faster development and automation - Developed a data uploader service for loading data into data storage layer o Uploader service supports multiple database/data storage tool – ClickHouse, PostgreSQL, and Elasticsearch o Faster component development as uploader service is readily available as a service - Other roles and responsibility o Developed an automated pipeline for feature engineering to be consumed by Data Scientist for segmentation purpose o Responsible for operationalizing and integrating components developed by team members o Owned and prioritized project roadmap with key stakeholders – developed epics, user stories and product features o Worked closely with UX team to deliver needed requirements – participated in UAT process to identify the gaps o Responsible for the release management lifecycle - scheduling the release, coordinating between teams, and deployment of release as per the schedule and within budget o Responsible for constant monitoring and bug fixing of data pipeline in production environment – Identify the root cause of failure

Decision Scientist at Mu Sigma Inc., May 2017 - Jul 2018 · 1 yr 3 mos, Bengaluru Area, India, • Led a team of 4 members while consulting a subsidiary of one of the largest e-commerce in content delivery and media technology domain • Built an anomaly detection model to identify anomalies on wind turbine blades, using images captured by drones, with 90% recall and 50% accuracy

Trainee Decision Scientist at Mu Sigma Inc., Jul 2015 - Apr 2017 · 1 yr 10 mos, Bengaluru, Karnataka, India, • Developed a predictive model with 83% recall and 75% precision to identify potential churners to curb attrition for a leading US Energy Corporation by analyzing 80 hypotheses across 4 customer segments • Built an image classifier using Google's TensorFlow to identify anomalies in electrical assets which helped the client's maintenance team in prioritizing work

Education

PG Diploma, Machine Learning and Artificial Intelligence, International Institute of Information Technology Bangalore

Bachelor of Engineering (B.E.), Computer Engineering, Bangalore institute of technology

AFIF A. - Senior Data Scientist in Bengaluru | Tal