Anam Aquil profile photo 1 on Tal

Anam Aquil

Software Engineer | Data Science | AI & ML | Python | SQL | Cloud

India

4+ years of work experience

Capgemini
Apr 20251 y 5 moPresent

Hybrid

* Developed and deployed AI-powered applications and agentic workflows using Python, LangGraph, Google ADK, and LLM technologies. * Improved RAG-based NL2SQL accuracy by 20 percentage points through schema linking, retrieval-aware generation, structured validation, and prompt optimization. * Designed AI agents and backend APIs with human-in-the-loop approval workflows to automate repetitive analytical tasks. * Implemented RAG, prompt engineering, and knowledge-retrieval workflows for enterprise data and natural-language analytics use cases. * Built monitoring and evaluation workflows using AWS CloudWatch, log correlation, and distributed tracing, reducing MTTR by 50%. * Optimized LLM service costs by 12–15% through prompt optimization, intelligent caching, and dynamic model routing.
Capgemini
Jan 20241 y 2 moMar 2025

On-site

* Analyzed large-scale datasets using Python, Pandas, NumPy, and SQL to identify patterns, trends, and actionable business insights. * Applied statistical analysis, predictive modeling, and machine learning techniques to support data-driven business decisions. * Developed and optimized SQL workflows for data extraction, transformation, validation, and analytical processing. * Built automated analytical and reporting workflows using Python and REST APIs, improving efficiency and reducing repetitive manual work. * Performed data validation and quality checks to improve the accuracy, consistency, and reliability of analytical outputs. * Collaborated with cross-functional stakeholders to translate business requirements into data-driven solutions and actionable insights.
PayPal
Jul 20235 moDec 2023

Bengaluru

* Developed Python and SQL-based data extraction and processing scripts to clean, transform, and analyze large datasets supporting customer-behavior analytics and predictive modelling. * Built reusable data-processing workflows for preparing structured datasets for downstream analytics and machine-learning use cases. * Applied NLP techniques to perform text-based analytics and extract meaningful patterns from unstructured data. * Developed Tableau dashboards and reporting solutions to communicate analytical insights and key metrics to cross-functional engineering and business teams. * Performed data validation, quality checks, and monitoring to improve data accuracy and reliability across analytical workflows. * Collaborated with cross-functional teams to translate data requirements into actionable analysis, reporting, and engineering outputs.
DNEG
Jan 20235 moJun 2023

Mumbai

* Developed a Python-based automation tool for converting RAW image formats to linear EXR, streamlining image-processing workflows and reducing manual processing steps. * Implemented data transformation and file-processing logic to handle RAW image inputs and generate standardized EXR outputs for downstream workflows. * Developed and enhanced PySide-based tooling to support media-processing operations and improve the usability of internal software workflows. * Troubleshot and debugged Python-based media-processing workflows, identifying processing issues and improving tool reliability. * Worked with Python scripting and software-development practices to build maintainable automation solutions for VFX/media-processing workflows.
Globussoft Technologies
Jul 20225 moDec 2022

Bhilai

Develop and maintain web applications using front-end and back-end technologies. * Work with HTML, CSS, JavaScript and potentially frameworks/libraries such as React or jQuery. * Develop and integrate backend APIs. * Work with databases such as MySQL/MongoDB. * Understand and contribute to website/application architecture. * Integrate third-party APIs and services. * Debug and troubleshoot application issues. * Perform testing and improve application performance. * Work with developers/designers to implement features. * Maintain and improve existing applications. * Learn and work with version control/development practices.

Anam’s AI Stack

anthropic apis
anthropic apis
claude
claude
elevenlabs
elevenlabs
gemini
gemini
github copilot
github copilot
openai
openai

Education

Bennett University

Bachelor of Technology - BTech, Computer Science

Bennett University

20194 yrs2023

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Headline

Software Engineer | Data Science | AI & ML | Python | SQL | Cloud

About

Software Developer with experience in analytics, problem-solving, and data-driven decision-making. Passionate about leveraging data, cloud technologies, and artificial intelligence to build impactful solutions and deliver business value. My experience spans data analytics, business intelligence, cloud platforms, and emerging AI technologies, enabling informed decision-making based on data. Skilled in SQL, Python, Power BI, AWS, AI & Machine Learning. Open to opportunities across India, remote, and international roles.

Location

India

AI stack

anthropic apis

claude

elevenlabs

gemini

github copilot

openai

Work experience

Senior Software Engineer at Capgemini, Apr 2025 - Present · 1 y 5 mo, Hybrid, * Developed and deployed AI-powered applications and agentic workflows using Python, LangGraph, Google ADK, and LLM technologies. * Improved RAG-based NL2SQL accuracy by 20 percentage points through schema linking, retrieval-aware generation, structured validation, and prompt optimization. * Designed AI agents and backend APIs with human-in-the-loop approval workflows to automate repetitive analytical tasks. * Implemented RAG, prompt engineering, and knowledge-retrieval workflows for enterprise data and natural-language analytics use cases. * Built monitoring and evaluation workflows using AWS CloudWatch, log correlation, and distributed tracing, reducing MTTR by 50%. * Optimized LLM service costs by 12–15% through prompt optimization, intelligent caching, and dynamic model routing.

Software Engineer at Capgemini, Jan 2024 - Mar 2025 · 1 y 2 mo, On-site, * Analyzed large-scale datasets using Python, Pandas, NumPy, and SQL to identify patterns, trends, and actionable business insights. * Applied statistical analysis, predictive modeling, and machine learning techniques to support data-driven business decisions. * Developed and optimized SQL workflows for data extraction, transformation, validation, and analytical processing. * Built automated analytical and reporting workflows using Python and REST APIs, improving efficiency and reducing repetitive manual work. * Performed data validation and quality checks to improve the accuracy, consistency, and reliability of analytical outputs. * Collaborated with cross-functional stakeholders to translate business requirements into data-driven solutions and actionable insights.

Data Analyst at PayPal, Jul 2023 - Dec 2023 · 5 mo, Bengaluru, * Developed Python and SQL-based data extraction and processing scripts to clean, transform, and analyze large datasets supporting customer-behavior analytics and predictive modelling. * Built reusable data-processing workflows for preparing structured datasets for downstream analytics and machine-learning use cases. * Applied NLP techniques to perform text-based analytics and extract meaningful patterns from unstructured data. * Developed Tableau dashboards and reporting solutions to communicate analytical insights and key metrics to cross-functional engineering and business teams. * Performed data validation, quality checks, and monitoring to improve data accuracy and reliability across analytical workflows. * Collaborated with cross-functional teams to translate data requirements into actionable analysis, reporting, and engineering outputs.

Software Developer at DNEG, Jan 2023 - Jun 2023 · 5 mo, Mumbai, * Developed a Python-based automation tool for converting RAW image formats to linear EXR, streamlining image-processing workflows and reducing manual processing steps. * Implemented data transformation and file-processing logic to handle RAW image inputs and generate standardized EXR outputs for downstream workflows. * Developed and enhanced PySide-based tooling to support media-processing operations and improve the usability of internal software workflows. * Troubleshot and debugged Python-based media-processing workflows, identifying processing issues and improving tool reliability. * Worked with Python scripting and software-development practices to build maintainable automation solutions for VFX/media-processing workflows.

Software Developer at Globussoft Technologies, Jul 2022 - Dec 2022 · 5 mo, Bhilai, Develop and maintain web applications using front-end and back-end technologies. * Work with HTML, CSS, JavaScript and potentially frameworks/libraries such as React or jQuery. * Develop and integrate backend APIs. * Work with databases such as MySQL/MongoDB. * Understand and contribute to website/application architecture. * Integrate third-party APIs and services. * Debug and troubleshoot application issues. * Perform testing and improve application performance. * Work with developers/designers to implement features. * Maintain and improve existing applications. * Learn and work with version control/development practices.

Education

Bachelor of Technology - BTech, Computer Science, Bennett University