Data Analyst
& Full-Stack Engineer

Results-driven professional with 4+ years delivering data-driven products that scale to millions of records

London, UK
View Experience LinkedIn
Python
React
Node.js
AWS
PostgreSQL
Power BI
GCP
AI/ML
Salesforce
SQL
R
Dynamics 365
Power Apps
SolidWorks
AutoCAD
Firebase
MS Excel
HTML/CSS

Why You Should Hire Me

With a Master’s in Business Analytics from Aston University and a Mechanical Engineering background, I bring a rare blend of technical depth, analytical rigor, and project leadership. My journey spans from building robotic automation systems in India to leading AI-driven startups in London. I am a Full-Stack Developer, Data Analyst, and Project Manager rolled into one — capable of owning projects end-to-end, from concept to deployment.

My diverse experience across engineering, data science, and business operations allows me to bridge gaps between technical teams and stakeholders, delivering solutions that are not only scalable but also aligned with strategic goals.

Full-Stack Developer

Built two full-scale platforms from scratch: a SaaS product and a research website. Skilled in React, Node.js, Python, and cloud infrastructure. Self-taught and production-focused.

Data Analyst

Processed 9M+ records, built 40+ Power BI dashboards, improved data quality by 30%, and reduced analysis time by 15%. Expert in SQL, Power BI, and ETL pipelines.

Project Manager

Led 8-member engineering teams, managed budgets, timelines, and client onboarding. Delivered robotic systems and digital transformation projects on time and under budget.

Startup Founder

Founded AIpresso Limited to enter the AI race. Built products, models, and infrastructure solo. Now onboarding 100+ beta users for launch.

Work Experience

Founder & Chief Executive Officer

Aipresso Limited

Jan 2025 – Present | London, UK

Founded an AI startup to enter the AI race and deepen personal expertise. Worked independently to build two full-stack platforms: a SaaS product and a website for PhD research.

  • Built two end-to-end platforms from scratch: a SaaS application and a research website, mastering full-stack development (React, Node.js, Python, AWS).
  • Developed, trained, and open-sourced custom AI models on GitHub, focusing on agent communication and automation.
  • Designed and deployed proprietary MCP servers and secure API key management systems entirely from the ground up.
  • Successfully onboarding 100+ beta users; preparing for public deployment of both platforms.

Key Achievements

2 Platforms Built
100+ Beta Users
Open Source Models
100% Self-Taught

Data Analyst

Groundwork London

Mar 2024 – Jan 2025 | London, UK

Specialized in large-scale data processing and business intelligence solutions for environmental sustainability projects, focusing on automated pipelines and real-time analytics.

  • Engineered serverless ETL pipeline on AWS Glue + Lambda to process 9M+ customer records nightly
  • Created 40+ Power BI dashboards sourcing live data from PostgreSQL with row-level security
  • Enhanced data quality by 30% through governance standards and validation processes
  • Reduced analysis time by 15% via process optimization and automation workflows

Key Achievements

9M+ Records Processed
40+ BI Dashboards
30% Quality ↑
15% Time Saved

Inbound Sales & Operations Analyst

Universal Lubricants

Jul 2023 – Aug 2023 | London, UK

Led CRM implementation and digital transformation, integrating operations with marketing and sales.

  • Spearheaded Microsoft Dynamics 365 CRM implementation, improving business processes by 20%
  • Led training sessions achieving 25% increase in CRM adoption within first month
  • Analyzed CRM data to boost sales revenue by 10% and identify 20% more leads
  • Improved operational efficiency by 15% through inventory and route optimization

Key Achievements

20% Process ↑
25% Adoption ↑
10% Revenue ↑
15% Efficiency ↑

Customer Success Manager

Skylark Precitech India Pvt Ltd

Oct 2022 – Feb 2023 | Remote (UK)

Managed client relationships and technical implementations for precision technology solutions.

  • Acquired and onboarded 15 new clients, growing customer base by 20%
  • Reduced onboarding time by 30% through process optimization
  • Maintained 100% customer satisfaction and improved retention by 15%
  • Improved client performance by 30% using data-driven insights and reporting

Key Achievements

15 Clients Onboarded
30% Faster Onboarding
100% Satisfaction
30% Performance ↑

Project Consultant

Voilo

Apr 2022 – Jun 2022 | Birmingham, UK

Consulted on financial technology solutions and risk analysis systems.

  • Collaborated with MBA team to conduct market research and financial forecasting
  • Analyzed large datasets using SQL, Python, and Tableau for strategic insights
  • Developed operational plans to increase output by 30%
  • Presented data-driven reports and marketing strategies to stakeholders

Key Achievements

30% Output ↑
Team of 6 Collaboration
SQL/Python Analysis
Tableau Reporting

Project Manager & Product Developer

Mikro Innotech India Pvt Ltd

Apr 2020 – Jan 2021 | Pune, India

Led cross-functional teams developing robotic automation systems and IoT solutions.

  • Led 8-member team to deliver Robotic Ampoule Packaging System with IoT gateway
  • Improved production efficiency by 45% using SolidWorks and precision design
  • Managed project budgeting, BOM, inventory, and timeline forecasting
  • Executed projects using both Agile and Waterfall methodologies

Key Achievements

8 Team Members
45% Efficiency ↑
SolidWorks Design
Agile & Waterfall Methods

Technical Skills

Languages & Frameworks

Python SQL R React Node.js GraphQL

Cloud & DevOps

AWS Firebase Docker GCP CDK Step Functions

Analytics & BI

Power BI Tableau Excel QuickSight Salesforce

Business & ERP

Dynamics 365 Power Apps MS Office ERP Systems

AI & Innovation

Custom AI Models MCP Servers Machine Learning Open Source

Engineering & Design

SolidWorks AutoCAD CAD Product Design

Professional Certifications

Financial Modeling & Valuation Analyst

Sep 2024

GDPR Compliance Certified

Dec 2023

Google Analytics

Aug 2023

Microsoft Power BI

May 2023

SQL: Data Reporting & Analysis

Jun 2022

Python for Finance

May 2021

Education

Master of Science in Business Analytics

Aston University — Birmingham, United Kingdom

Sep 2021 – Sep 2022
  • Global Ambassador Scholarship Fellow
  • Relevant Courses: Big Data for Decision Making, Business Analytics in Practice, Software Analytics, Data Mining & Web Analytics, Descriptive Analytics, Performance Analytics, Decision Models

Bachelor of Engineering in Mechanical Engineering

Savitribai Phule Pune University — Pune, India

Jun 2017 – Jul 2021
  • Recognized by College for contributions in UAV projects
  • Runner-up, state-level Computer-Aided Design (AutoCAD) competition
  • Relevant Courses: TOM1, TOM2, SOM, Ergonomics, MATLAB, Machine Designing, SolidWorks, M1, M2, M3

Let's Connect

Ready to transform your data challenges into competitive advantages? Let's discuss how my AI expertise and full-stack capabilities can drive your next breakthrough.

Email

sumedh15patil@gmail.com

LinkedIn

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Portfolio

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Location

London, UK
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