My Skills
What I Build
These core skills combine technical expertise with business strategy to deliver products that scale, grow, and generate real impact.
Here’s what I bring to the table.
AI & Machine Learning
Building and integrating AI models and solutions (LLMs, NLP, Chatbots) that drive innovation and enhance user experiences.
Product Strategy & Roadmap
Defining and executing AI-powered product strategies, ensuring seamless scaling and aligning with business objectives.
Automation & Workflows
Designing and deploying no-code and low-code automation solutions to streamline operations and improve efficiency.
Data Analytics and
Insights
Utilizing data to optimize decision-making, enhance product features, and increase user engagement, ultimately driving business growth.
Go-To-Market (GTM) & PLG Strategy
Combining Go-To-Market (GTM) strategies with Product-Led Growth (PLG) to drive organic acquisition, reduce CAC, and enhance product adoption and retention.
Revenue & ROI Optimization
Managing Revenue, Customer Acquisition Costs (CAC), and ensuring optimized ROIthrough data-driven decisions that align with growth objectives and profitability.
Real or Side Projects
Featured Projects
From mission-critical products in high-stakes environments to side projects that sparked from curiosity, here's a curated selection of work that reflects my passion for building with purpose whether it’s scaling teams, automating workflows, or experimenting with emerging tech.
Personal
Professional
Ideas & Insights
Writings on AI, Product Strategy & Growth Automation
I enjoy reflecting on the trends shaping how we build, scale, and automate products. These articles distill lessons from real-world execution,
experiments, and the evolving role of AI in driving business outcomes.
Trusted By Collaborators
Kind words from people I’ve built with, solved for, and scaled alongside. Their voices reflect
the impact of the work we've done together.
"Amna is an outstanding Product Manager. She has a deep understanding of financial metrics, and her ability to align them with our business goals made a significant impact on our projects. Amna also collaborated closely with our data engineers, ensuring that the right data was always available for our models to run smoothly. Additionally, she was always available to assist colleagues, helping with onboarding and providing clear, timely, and documented answers to any questions. Her technical expertise, combined with her supportive nature, makes her a fantastic team player. I highly recommend her!"
— Farouk Abdul Salam
Sr Data Scientist & Economist | Liquidity Capital
"Amna has worked in my team and she is a fantastic engineer with excellent skills in automation using Python, Robotic Process automation. She is an all round rockstar with the ability to pick up new skills with minimal guidance and deliver exceptional results within a short time frame. She is never shy of learning new technologies and relentlessly pursues solutions that deliver business value for clients."
— Sudhakar Reddy,
Director, Applications, Data & AI | IBM
"Amna has deep expertise in AI product management. Very organized and details driven, she manages a project from all angles with a very high responsibility."
— Mujde AYIK
Lead Data Scientist | Liquidity Capital
"Amna is a wonderful person to have around. I have seen her climbing up, overcoming challenges and growing. She is excellent when it comes to managing technical stuff at very detailed level and also have a high level view of bigger things around her. Right from automating routine IT application management jobs to creating automation strategy for business unit, she leads the way. I had observed her focus was always on how to minimize manual work and give time to self & her team to think about different ways of working. She spreads positivity and builds strong bond within team. Amna is truly an asset to any organization."
— Amit Sharma
Transformation & Delivery Leader | IBM
"From the very beginning, I recognized the immense value Amna brought to the organization. She possesses a perfect blend of deep thought and flawless execution, a data-first project and product mindset combined with strong business acumen-all wrapped in an extraordinary and charming personality."
— Josep Carreras,
Manager, AI ML | Liquidity Capital
"Working with Amna was a game-changer. She translated complex AI features into clear, intuitive UI requirements, making collaboration seamless and results impactful. A truly user-focused Product Manager."
— Velen Aranha
UI Developer | Liquidity Capital
"Amna is one of the best talent I had a pleasure to work with - she is detail oriented, compassionate and diligent, and she is committed to deliver whatever goals she is assigned to work on. She is also a true entrepreneur, who is able to work on multiple items, give priorities, and engage people to achieve common goals."
— Aska Kuwabara
AI Product Manager | Liquidity Capital
"Amna is undoubtedly the most talented persons I have worked with so far. She is technically very strong( Especially in Shell Scripting, Python, Oracle) and at the same time expert in executing a project with ease and calmness . She is one of the most dedicated professionals I’ve worked with and is willing to put that extra help whenever you need it."
— Atul Sharma
Manger, Cloud Migration | IBM
"Amna has an exceptional talent and extremely enthusiastic in every aspect of work and life. She is eager to take on new challenges and catches up real quick. She has a special talent on cost and performance optimisation which comes real handy in difficult situations.
I recommend Amna to any institution that needs a Robotic Process Automation. Her knowledge on RPA creates wonders."
— Sunil Kumar Singh
Solution Architect, RPA | Etisalat
"Amna is an outstanding resource with wonderful business analysis skills.
She was a key member for collection automation and ensured on time project delivery with enhanced quality standards.
Good leader and a superb mentor.."
— Sachin Sharma
Business Development Manager | IBM
"Amna Abbasi is very good at both technical and as well as managerial too. Working with Amna has been a really great experience and great learning too. Always amazed at her greater technical skills and problem solving capabilities. She always meet her deliverable deadlines and therefore garnering the customer appreciation and customer satisfaction. Also a technology expert, who can quickly learn the new things with greatest adaptability."
— Vijay
Lead Application Architect | Kyndryl
Let’s Connect
I’d love to hear from you! Whether it’s a project inquiry, collaboration, or just a quick chat about AI and automation, I’m always open to new connections.