Muhammad Ahsan

Muhammad Ahsan Email and Phone Number

Senior Software Engineer @ SSI | Backend, GenAI & Data | Python @ Strategic Systems International
chicago, illinois, united states
Muhammad Ahsan's Location
Lahore, Punjab, Pakistan, Pakistan
About Muhammad Ahsan

Experienced Software Engineer with expertise in Backend Development, Data Engineering, and AI. Proven ability to design high-performance systems, streamline data workflows, and drive insights. Skilled in creating complex, efficient workflows and optimizing data pipelines, with an interest in expanding frontend capabilities. Passionate about problem-solving and committed to delivering innovative, adaptable solutions that drive business success.

Muhammad Ahsan's Current Company Details
Strategic Systems International

Strategic Systems International

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Senior Software Engineer @ SSI | Backend, GenAI & Data | Python
chicago, illinois, united states
Website:
ssidecisions.com
Employees:
265
Muhammad Ahsan Work Experience Details
  • Strategic Systems International
    Senior Software Engineer
    Strategic Systems International Jul 2024 - Present
  • Strategic Systems International
    Software Engineer
    Strategic Systems International Jul 2022 - Jun 2024
    • Developed a Retrieval-Augmented Generation (RAG) system for extracting insights from PDFs as well as supporting real-time chat by leveraging the advanced capabilities of OpenAI GPT-3.5 and GPT-4.• Developed and integrated an AI-driven summarizer into a sentiment alert system, enabling real-time analysis of market-related tweets, and empowering clients with actionable insights and well-informed decisions.• Integrated Meta LLaMA into a generative AI-driven project using diverse deployment methods, including self-hosting on AWS, AWS SageMaker, and Amazon Bedrock for optimal scalability and performance.• Developed a high-performance event extraction tool to analyze millions of documents in Elasticsearch (1990–present). Extract key events and underlying reasons, and structure the insights into a CSV file, database, and Elasticsearch for seamless access and retrieval, delivering an optimized solution for large-scale data analysis.• Revolutionized layout analysis for multi-column PDFs, pinpointing content position coordinates and reading order with precision. Replaced an outdated system requiring 20 servers to process 300 documents daily with my optimized solution, capable of handling a PDF in under a minute on a local machine.• Developed an advanced extractor to autonomously retrieve crucial information from text-based and scanned PDF pitch decks, including tables, charts, and metrics.• Built an excel pitch deck extractor designed for companies seeking seed funding. Optimized the initial slow solution, achieving 88% improvement in execution time by reducing processing time for a batch of 5000+ files from over 6 hours to just 45 minutes through dynamic programming and multithreading.• Crafted a specialized tagger aligned with complex client requirements, efficiently tagging headings in thousands of documents for sentiment analysis. Achieved notable performance gains slashing document processing time from over 6 minutes to under 30 seconds.
  • Datum Brain
    Software Engineer
    Datum Brain Oct 2021 - May 2022
    • Led a high-impact final-year project in partnership with a major software house, driving collaboration and strategic planning.• Engineered a robust backend infrastructure using Golang and PostgreSQL.
  • Punjab University College Of Information Technology,Lahore
    Teaching Assistant
    Punjab University College Of Information Technology,Lahore Sep 2021 - Feb 2022
    Lahore, Punjab, Pakistan
    Object Oriented Programming (OOP)
  • Punjab University College Of Information Technology,Lahore
    Teaching Assistant
    Punjab University College Of Information Technology,Lahore Feb 2021 - Jun 2021
    Lahore, Punjab, Pakistan
    Data Structures and Algorithms (DSA)
  • Punjab University College Of Information Technology,Lahore
    Teaching Assistant
    Punjab University College Of Information Technology,Lahore Sep 2020 - Jan 2021
    Lahore, Punjab, Pakistan
    Data Structures and Algorithms (DSA)

Muhammad Ahsan Education Details

Frequently Asked Questions about Muhammad Ahsan

What company does Muhammad Ahsan work for?

Muhammad Ahsan works for Strategic Systems International

What is Muhammad Ahsan's role at the current company?

Muhammad Ahsan's current role is Senior Software Engineer @ SSI | Backend, GenAI & Data | Python.

What schools did Muhammad Ahsan attend?

Muhammad Ahsan attended University Of The Punjab, Government College University (Gcu), Lahore, Hq School System.

Who are Muhammad Ahsan's colleagues?

Muhammad Ahsan's colleagues are Taimoor Ahmad, Kristen Wookey, Saad Qayyum, Shahzad Iqbal, Ammar Naeem, Usman Ahmed, Ali Zeeshan.

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