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AbdullahGrewal.
N°01CurrentlyLead AI/ML Engineer @ Infinitiv AIN°02LocationLahore, Pakistan / UTC+5N°03Focus▸▍N°04StatusOpen to new work
Plate · 01
Edition137
Fig. 01 / Aurora
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01SectionProfileBio · Index
AboutMe.
N°01ProfileSeven tiles · Bio, Now, Stats, Location, Résumé, Mark
Available for Work
About
AI/ML Engineer who ships products.
Passionate about AI research, Deep Learning, and NLP. I build and fine-tune transformer models, optimize deep learning architectures, and ship full-stack AI applications.
Currently
Lead AI/ML Engineer
@ Infinitiv AI
0
Projects
0
Yrs AI/ML
0
Awards
Location
Lahore, Pakistan
UTC+5 · works async
Download résumé
PDF · 220 KB
Mark · 02
Signed’26
02SectionStackToolkit
SkillsSet.
N°02Stack4 categories · AI/ML, Web, Cloud, Tools
01/ 04
AI/ML & NLP
PythonMachine LearningDeep LearningNLPTransformersTensorFlowPyTorchLangChainScikit-learnFAISSChromaDBRAGHugging FaceOpenCVYOLOCrewAIWhisperDeepgram
02/ 04
Full Stack
ReactNext.jsNode.jsExpressFlaskFastAPIDjangoLaravelTypeScriptTailwindMongoDBPostgreSQLMySQLREST APIsGraphQLReact Native
03/ 04
DevOps & Cloud
DockerAWS S3AWS EC2Elastic IPAzureCI/CDGitHub ActionsLinuxUbuntuGitNginxVercel
04/ 04
Tools & Platforms
VS CodePostmanJupyterOllamallama.cppStripeFirebaseRedisPrismaDrizzleWebRTCFigmapgvector
InterludeProcessBuild · 4 Phases
How IBuild.
N°—BuildPrompt → Architecture → Code → Deploy
- 01/ 04
Prompt
User describes the problem.
- 02/ 04
Architecture
Map flows, pick models.
- 03/ 04
Code
Ship API + UI, wire RAG.
- 04/ 04
Deploy
Containerize, observe, iterate.
03SectionWorkTrack · Index
WorkLog.
N°03Track04 positions · 2023 → Now
- N°01/ 042025 → NowCURRENT
Lead AI/ML Engineer
Infinitiv AI
Lahore, Pakistan·Hybrid
- Designed end-to-end RAG-powered AI platforms and multi-agent systems.
- Built production RESTful APIs with Flask and FastAPI.
- Integrated ASR (Whisper, Deepgram) and TTS pipelines for real-time speech-to-speech systems.
- Led frontend + Azure cloud deployment with Docker + CI/CD.
- N°02/ 042024 → NowCURRENT
Co-Founder & Lead AI Developer
MyndEdge
Lahore, Pakistan·Hybrid
- Built and scaled three investor-acquired AI products incl. AI-Powered Learning Platform and Maternity Care Chatbot.
- Led end-to-end product lifecycle from ideation to deployment and investor handoff.
- N°03/ 042025 → 2025
Associate AI/ML Engineer
Code District
Lahore, Pakistan·Onsite
- Spearheaded backend with Python (Flask, FastAPI), improving system reliability by 45%.
- Integrated AI features into Laravel projects, cutting manual workflows by 40%.
- N°04/ 042023 → 2025
Senior Full Stack AI Engineer
NexoCore
Islamabad, Pakistan·Hybrid
- Built AI-powered web apps with Flask, React, Node, TensorFlow, PyTorch, LangChain.
- Deployed scalable solutions on Azure and Heroku with Docker, CI/CD, Redis, RAG.
04SectionWritingFeed · Index
WritingNotes.
N°04Notes10 articles · Published on Medium
01/ 10Featured ▸
May 4, 202620 min read
Beyond Chunk-and-Embed: How LazyGraphRAG, A-RAG, and ColQwen2 Are Rewriting Retrieval-Augmented…
Read on Medium
§Excerpt · Opening
Beyond Chunk-and-Embed: How LazyGraphRAG, A-RAG, and ColQwen2 Are Rewriting Retrieval-Augmented Generation in 2026 Until recently, every RAG stack looked roughly the same: split documents into…
Long-formFiled under Writing
02/ 10
Apr 28, 202611 min read
Beyond Next-Token: How Diffusion LLMs Like Mercury 2 and LLaDA Hit 1,000+ Tokens Per Second in 2026
Read on Medium
03/ 10
Feb 17, 202613 min read
I Gave My Code to a Swarm of AI Agents and Here’s What Happened
Read on Medium
InterludeActivityGitHub · Index
Days ICode.
N°—ActivityLoading · @buzzgrewal
Year
Total—Days active—Longest streak—Best day—
05SectionProjectsField · Index
ProjectsField.
N°05Field00 repositories · Live from GitHub · @buzzgrewalLive
Filter
06SectionAI LabLive · Demos
AILab.
N°06Lab05 demos · Streaming · Powered by OpenRouter + pgvectorLive
01/ Project Match
Tell me what you need.
I'll find Abdullah's projects that fit.
Try
N°—Flow
- 01Describe the problem
- 02Match by intent
- 03Ranked results
ResultsRanked by fit
04/ ChatbotOnline
BuzzBot
Persona-tuned. Ask about projects, stack, hiring.
Best project?Hiring me?RAG stack?Tell me about Whisper
How do I hire you?
You · 0:01Open to roles + freelance. Tell me the stack, timeline, and scope — I'll point you to the right work.
BuzzBot · 0:02Open chatBottom-right
02/ Code WhisperIdle
Paste code, get the gist.
Functions, snippets, configs, regex — streaming plain-English breakdown.
Try
N°—Languages
N°—What it does
- 01Plain-English summary
- 02Spot likely bugs
- 03Edge-case hints
- 04Refactor pointers
StreamingLatencyToken-by-token
05/ NeuralOnline
AI Stack
Inference, embeddings, vector search — wired end-to-end.
N°—Models
01LLM Models02Embedding Models03Vector Database04Streaming Layer05Multi-Agent Framework06Speech Models
Streaming~312ms p50
03/ RAG Playgroundpgvector
Ask the corpus directly.
Embeds your question, searches pgvector, returns sources + answer.
Try
07SectionContactTouch · Index
Get inTouch.
N°07TouchDirect line · Email · Phone · FormAvailable
Plate · Direct
N°—Elsewhere
N°—Local timeUTC+5 · PKT
––:––––
Off-hoursMon — Sat · 09:00 → 22:00 PKT
Response~24h