Engineer · AI · Founder — velocity is the point

I ship fast, I build with AI in the loop, and I learn new domains faster than most teams scope a sprint.

Agents, LLMs, production APIs — if it's moving, I'm already on it. Not here to debate slide decks; here to get working software out the door and level up while I do it.

5+
Years shipping
Fast
Default cadence
AI
How I build
Absurd
Learn speed

About

I execute like someone who has something to prove — and I usually do it before your standup ends.

  • 5+ yrs

    Senior IC work — not ticket-chasing; owning slices end to end.

  • 40+

    Shipped projects — prototypes, APIs, agents, and things that had to stay up.

  • Multi-domain

    Fintech, platforms, real-time systems — I compress time to clarity in new contexts.

I'm Ashad. I didn't pick this field to coast on buzzwords — I like winning on substance: models that behave in production, orchestration that doesn't fall over under load, and interfaces that don't insult the user's time.

Founders don't need another person who needs six weeks to "ramp." You need someone who reads the repo, spots the leverage, and has a PR sketch before the meeting notes are done. I use every tool that shortens that loop — including the ones that didn't exist two years ago — without mistaking demos for delivery.

I'm direct, I'm impatient with theater, and I'm allergic to hiding behind process when the answer is to build the thing and measure it. If that sounds like the kind of person you want in the room when the roadmap is on fire — scroll on, then let's talk.

Experience

The journey

Now

Founder & Lead Developer

Fyltr · Remote

Present

  • Founder & Lead Developer of Fyltr, an AI-native Smart Form Builder. fyltr.co
  • Engineered the Smart Verification & Data Extraction engine — ~60% faster processing, fewer manual reviews.
  • Full stack: Next.js, LLMs, R2, and product analytics.
2025

Senior AI Engineer

Office Field (TradersGPT | Aiversity) · Karachi

July 2025 – Present

  • AI agents for real-time market analysis; strong context engineering and lower token use.
  • Streaming-first UX and multi-agent orchestration for financial workloads.
2024

AI Engineer

FireBird Technologies · Singapore (remote)

Aug 2024 – June 2025

  • AutoAnalyst: natural language analytics over data — FastAPI, DSPy, Next.js, WebSockets.
  • DuckDB and pipeline work for faster KPI workflows.
2024

Student Teaching Assistant

FAST-NUCES · Karachi

Sep 2024 – Dec 2024

  • STA for Design and Analysis of Algorithms.
2023

Junior AI Engineer

RAIN · Dallas (remote)

Sep 2023 – May 2024

  • Data pipelines and automation at scale — Python, APIs, extraction workflows.

Community

Volunteering

Automation Head

PROCOM' 24

FAST, Karachi · Dec. 2023 - Apr. 2024

  • Led Automation Team at FAST, overseeing key projects like Attendance Management System and ChatBot development.
  • Effectively managed project timelines and delegated tasks to successfully achieve and timely project completion milestones.

Automation Head

ACM Coders' Cup 2023

FAST, Karachi · Oct. - Dec. 2023

  • Implemented automated certificate distribution, enhancing participant experience and reducing manual workload by 80%.
  • Engineered a secure bulk email sending system using SMTP with logging, significantly increasing communication efficiency.

Deputy Team Lead

Developers' Day - ACM NUCES

FAST, Karachi · Mar. - May 2023

  • Co-led the development of an AI-powered interview chatbot for fresh graduates and interns.
  • Integrated OpenAI API with a Flask backend and used TextBlob for sentiment analysis.
  • Implemented authentication, automated interview sessions, and email-based report generation.

Member

PROCOM' 23

FAST, Karachi · Jan. - Apr. 2023

  • Developed 'ProBot,' a chatbot using NLTK and scikit-learn to assist participants in competitions and university events.
  • Implemented NLP techniques to enhance chatbot responses and improve user interaction.

Open source

Side projects

A selection of repos — LLMs, CV, tooling, and experiments.

GenAI / LLMs

WebBriefs

Jul 3, 2024

Developed an intelligent webpage summarizer API generating concise markdowns.

LangChainAgentsOpenAILLMsSummarization
GenAI / LLMs

golang-chain

Jun 27, 2024

Created a lightweight API to chat with Llama3 via Groq and HuggingFace Spaces.

LLMGoLangAPIGroqLlama3
GenAI / LLMs

BoltSQL

Nov 2025

Built a fast, Rust-based natural language to SQL translator for PostgreSQL, MySQL, and SQLite.

RustNLPOpenAISQLDatabase
GenAI / LLMs

Climate-Gemma

Jul 15, 2024

Fine-tuned Gemma2B LLM on climate Q&A using LoRA for parameter-efficient adaptation.

NLPFine-TuningLoRAClimate AI
GenAI / LLMs

Chat-Evaluator-llama3-hackathon

Jul 21, 2024

Developed a hackathon project for evaluating chat quality and engagement.

HackathonLLMsEvaluation
Computer Vision

PixelSplash

2 weeks ago

Implemented a system for colorizing grayscale images using CNN and UNet on CIFAR-10.

Computer VisionDeep LearningImage ColorizationPyTorch
Computer Vision

BeyondTheFrame

Mar 14, 2025

Created a panorama stitching pipeline with feature detection and homography.

Image StitchingOpenCVComputer Vision
Computer Vision

RoomAligner

Oct 24, 2024

An intelligent interior design assistant powered by autonomous Vision-Language Model (VLM) agents.

Vision-LanguageInterior DesignComputer Vision
Computer Vision

PPT-Automation

Jan 6, 2023

Developed a system to automate PowerPoint presentations creation.

Machine LearningProbabilityHealthcare AI
Machine Learning / Deep Learning

2Q48

Feb 17, 2025

Compared heuristic, classical RL, and quantum RL approaches in grid-world environments.

Reinforcement LearningQuantum MLTensorFlowGame AI
Machine Learning / Deep Learning

ML-DL-Projects

Mar 27, 2024

Created a comprehensive compilation of ML and DL mini-projects in Python.

MLDLNLPComputer VisionClassification
Machine Learning / Deep Learning

Qlassify

Oct 7, 2024

Developed quantum ML classification using feature maps and custom circuits.

Quantum MLQiskitFeature Mapping
Dev Tools / Automation

EnvWipe

Aug 25, 2024

Built a tool to auto-clean old Python virtual environments and logs.

AutomationGoLangVirtual Environment Cleanup
Dev Tools / Automation

EmailSender

Apr 29, 2024

Created a system to automate sending emails using Python + Selenium.

AutomationSeleniumEmail
Dev Tools / Automation

EmailScraping

Mar 29, 2024

Developed an email scraping tool using Python and LinkedIn search.

ScrapingAutomationLinkedIn
Dev Tools / Automation

Certificate-Sender

Nov 26, 2024

Created a bulk certificate sending automation script with tracking capabilities.

AutomationPython
Dev Tools / Automation

SEED-Encryption-Lab

Sep 19, 2024

Solved cryptography challenges based on SEED Labs for key encryption.

CryptographyInformation SecurityC++
Fun / Experimental

Monkey on Steroids

Jul 17, 2024

Built an automation tool that dominates Monkeytype typing practice using Selenium.

AutomationTyping BotSeleniumFun
Fun / Experimental

Truthinator

Sep 15, 2024

Created a fact-checking AI to validate generated content against reliable sources.

AI Fact CheckingPythonFun Project
Fun / Experimental

2048-Solver

May 16, 2024

Developed a 2048 game AI solver achieving high scores with heuristics.

Game AIPython2048 Solver
Other / Utility

RapidChat

Jun 3, 2024

Built a real-time chat app with React + Go backend using WebSockets.

Real-TimeWebSocketReactGoLang
Other / Utility

Latex-Templates

May 18, 2024

Created professional LaTeX templates for proposals, reports, and documentation.

LaTeXTechnical WritingTemplates
Other / Utility

IR-Indexing

May 7, 2024

Developed an Information Retrieval (IR) system with inverted indexes and clustering.

IRKMeansIndexingPython

Education

University

Bachelor of Science in Computer Science

FAST, National University of Computer and Emerging Sciences

Karachi, Pakistan · 2021 - Present

GPA: 3.8 / 4.0

Relevant coursework

Information Retrieval · Quantum Computing · Object Oriented Programming · Design and Analysis of Algorithms · Artificial Intelligence · Software Engineering · Computer Networks · Operating Systems · Database Systems · Computer Vision · Probability & Statistics · MicroEconomics · Accounts & Finance

Skills

Expertise

Python
GoLang
C++
TypeScript
HTML
CSS
OpenAI
Groq
TensorFlow
PyTorch
RAG
LLMs
Scikit-learn
Qiskit
Numpy
React
Next.js
FastAPI
Flask
Streamlit
Selenium
Git
Docker
Linux
GCP
AWS
Vercel
MongoDB
MySQL
Redis
VSCode
Cursor AI
LaTeX
Notion
Slack
ClickUp

Credentials

Certificates

Machine Learning Specialization

Coursera

Supervised & unsupervised learning algorithms, Neural Networks, Clustering Algorithms & Analysis, PCA

View certificate

DeepLearning.ai Tensorflow Developer

Coursera

NLP, Computer Vision, Time series prediction, Convolutional & Recurrent Neural networks, LSTMs

View certificate

Improving Deep Neural Networks

DeepLearning.AI

Hyperparameter Tuning, Regularization and Optimization

View certificate

Generative AI with Large Language Models

DeepLearning.AI

Concepts and applications of LLMs

View certificate

Introduction to Generative AI

Google Cloud

Overview of AI-generated content and applications

View certificate

Introduction to Generative AI for Software Development

DeepLearning.AI

Leverage generative AI to enhance development, optimize code, and speed up prototyping.

View certificate

Autonomous Agents Hackathon

LabLab AI Hackathon Event

Participated and successfully completed the hackathon

View certificate

Edge Runners 3.2

LabLab AI Hackathon Event

Participated and successfully completed Edge Runners 3.2

View certificate

Llama 3 Hackathon

LabLab AI Hackathon Event

Participated and successfully completed Llama 3 Hackathon

View certificate

Contact

Let's talk

Open to conversations on AI systems, agents, and early-stage product work.

Email · ashad001sp@gmail.com

Location · Karachi, Pakistan