*Note: No sponsorship needed*
Email: alihaidersoni62@gmail.com

I’ve always seen data as a way to sharpen our understanding of the world, and each step in my career has proven that true. Early on, I learned how even a few thousand rows of numbers could uncover hidden efficiencies, reveal subtle market opportunities, and spur strategic growth. Back then, it was just me, a spreadsheet, and a determination to separate meaningful trends from the noise.

As I evolved, so did the scale and complexity of my work. I handled 50+ analytics requests weekly, managed teams to produce client-facing reports in record time, and turned month-long projects into single-week sprints. I streamlined processes, automated repetitive tasks, and cut through redundancies to save entire teams hours of manual effort. My mission? Make data easier to grasp and faster to act on.

I found that data can do more than measure outcomes, it can guide decisions. By collaborating with product, engineering, and marketing teams, I ensured everyone could use insights without needing a crash course in SQL or Python. It wasn’t just about the numbers; it was about telling a story that influenced everything from marketing spend to product improvements. I helped refine KPIs, elevate user experiences, and boost campaign performance, all by looking at the world through a data-driven lens.

At the heart of my work is a belief that data should empower people. I’ve mentored new analysts, showing them how to transform tables into tangible strategies. I’ve built dashboards that cut through complexity, turning thousands of metrics into intuitive visuals that leaders can act on. Over time, I’ve honed a simple yet powerful formula: combine technical skills with creative thinking and clear communication, and you’ll drive meaningful change.

If you need someone who can dive into complex datasets, orchestrate high-impact initiatives, and translate insights into compelling calls to action, I’m ready. Let’s talk about how I can help illuminate the path ahead, one dataset, one insight, one decision at a time. Feel free to send me a DM or an email, and let’s explore how data can become your strategic advantage.

Email: alihaidersoni62@gmail.com

Ali Soni

Hi, I am an Associate Staff Engineer with experience in the fields of Data Engineering, AI Engineering,  Software/Backend Development as well as Data Analytics.

➡️ Tech stack I worked so far : Python, Azure Cloud Service, Azure OpenAI, LLM, LangChain Snowflake Data Warehouse, Flask and Fast API web development framework, SQL, Spark, Power BI.

➡️ Experience with providing end-to-end solutions started from designing ETL and Backend architecture, Building RAG system for AI applications as well as provide BI solutions.

➡️ Domains I worked so far: Retail, FMCG, Energy and Utilities and E-commerce.

➡️ Worked with clients from India, US and UK.

➡️ Closely worked with C-level management professionals for providing the best fit solutions by understanding the business requirements.

➡️ A team player and an individual contributor with experience of working in Agile methodology and Scrum framework.

Munna Das

If I had to give one piece of advice to anyone who wants to get into a GenAI or LLM engineering role, it would be to learn software and backend development first.

Working with GenAI or LLM isn't just about models, prompts and getting the output. Real-world applications need APIs, databases, security, logging, scaling, CI/CD and many such backend works.
All these acts as a foundation of the engineering role.

If you don’t understand how to scale an API, use message queues, or handle latency, your GenAI product won’t survive outside a Jupyter notebook.

Companies don’t just want someone who can use LLM APIs, anyone can do that. They want someone who can build AI-powered systems that are maintainable, secure, and scalable.

#aiengineer #llm #data

Senior AI Engineer | Backend Engineer | Agentic AI | Generative AI

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