Syed Umer
Ahmed.
AI Engineer building products that matter.
Leaving the world better than I found it.
Building for Impact
My mission is simple: leave the world better than I found it.
Technology should make things simpler, not more complicated. I build tools that get out of the way and let people focus on what matters.
I've built systems serving 1,500+ users daily, from AI-powered career tools to autonomous voice solutions. Each project taught me that the best technology is invisible.
I thrive in ambiguity. Give me a problem and room to solve it, and I'll figure out the rest.
Selected Work
AI Resume Builder & Cover Letter Generator
Built an AI-powered suite with job-description-aware tailoring and skill-specific prompt generation. The system automatically adapts resumes and cover letters to match job requirements, reducing manual effort while improving application quality.
Served 1,000+ users and reduced application preparation time by 35%.
AI Mock Interview Platform
Designed and deployed an adaptive multi-round interview simulation platform using GPT-4o Realtime, LangChain, and FastAPI. The system generates contextual questions and provides detailed feedback based on job roles and skill sets.
Served 500+ candidates and achieved a 40% improvement in user-reported interview readiness.
Exoplanets Identification Project
Designed a Deep Neural Network model for exoplanet detection from gravitational wave signals. This capstone project involved feature engineering, model architecture design, and validation against known exoplanet data.
Award-winning capstone project (3rd runner-up in VTU State Wide Project Exhibition).
Accounts Receivable Automation
Engineered an automation platform using Python and PostgreSQL that delivers personalized, tone-targeted email reminders. The system analyzes payment history and automatically sends contextually appropriate reminders.
Reduced follow-up delays by 30% over three months and cut Days Sales Outstanding by 8 days.
Autonomous Voice AI Solution
Built an autonomous voice AI solution using Python, GPT-4o Realtime, and PyTorch, integrated with Twilio. The system executes outbound calls, transcribes conversations in real-time, and adapts responses based on context.
Executes 1,500 daily outbound calls with 100% transcription rate, driving a 25% lift in collections efficiency within 6 months.
Obliq Tools Suite
Developed a suite of AI-powered tools including background remover and file converters. These tools streamline content creation workflows and reduce processing time for large datasets.
Enhanced data analysis processing efficiency by 40% for large datasets and increased user engagement by 50%.
Hashtag Generator
Built an AI-powered hashtag generator that analyzes content and suggests contextually relevant hashtags based on trends and content themes.
Automated hashtag generation, reducing content creation time and improving social media engagement.
LinkedIn Optimizer
Created an AI tool that analyzes LinkedIn profiles and provides actionable recommendations for improving profile strength, keyword optimization, and content strategy.
Helps users improve their LinkedIn presence and increase profile visibility.
How I Work
Building fast > building perfect
AI is leverage, not magic
Reduce cognitive load
Leave systems better than you found them
Measure what matters