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Senior AI/ML Engineer · Technical Lead · Open to Opportunities
Jawad Ahmed
Building the Intelligence Layer.
Multi-Agent Systems  ·  LLM Applications  ·  Cloud AI — AWS · Azure · GCP

Dynamic AI/ML Engineer specializing in multi-agent orchestration, MCP-connected agents & advanced generative AI. Expert in LLM fine-tuning, agentic RAG pipelines, Vision-Language-Action agents (OpenClaw) and AI-powered Augmented Reality. Building enterprise-grade systems that scale.

View My Work ↓ LinkedIn ↗ GitHub ↗ ⬇ Download Resume 📅 Book a Call
jawadahmed.contact@gmail.com +92 311 9174048 Islamabad, Pakistan
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3+
Years
Building AI
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Work Experience

Software Engineer II (AI/ML) Technical Lead
Human Focus Technologies (PVT) Ltd · Islamabad, Pakistan · On-site
Oct 2024 — Present
Founding AI hire · Team of 3
Technical Leadership & Client Delivery
Lead a 3-engineer AI team end-to-end — sprint planning, architecture decisions & code review. Primary technical point-of-contact in client meetings, translating business requirements into delivery roadmaps and presenting AI capability demos to stakeholders.
UGC Training Generation (Bot1–Bot6)
Multi-agent pipeline using AWS Bedrock, Lambda & OpenAI/Claude model integration converting documents into multimedia training courses — TTS narration, animated PPTX via COM, video export. Fully MCP-integrated into LMS.
BI Analytics Agent
MCP-connected agent on live MS SQL read replica. NL queries → dynamic SQL → real-time BI reports. Eliminated manual reporting entirely.
Lead Recommender System
End-to-end ML engine analysing profiles, training history & e-checklist data to surface personalised learning paths and competency gaps. Full ETL pipeline included.
AI Exam & Competency Bot
LLM-driven tool generating questions from training content, evaluating post-training competency, producing detailed feedback with scoring & recommendations.
Ergonomics Video Analysis
YOLOv11 segmentation pipeline for workplace risk detection — joint-level RULA/REBA scoring with smart intervention recommendations on AWS SageMaker & EC2.
SOP Auto-Formatter & AI Coach
OpenAI/Claude-based agent restructuring SOPs into standardised templates (95% consistency). RAG-based AI Coach via Elasticsearch for contextual course learning.
Multi-Agent OrchestrationMCPLangGraphOpenAI & Claude IntegrationAgentic RAGAWS BedrockYOLOv11MongoDBTechnical LeadershipProject & Delivery ManagementClient & Stakeholder Engagement
Software Engineer I (AI/ML)
SkyElectric Pvt Ltd · Islamabad, Pakistan
May 2023 — Oct 2024
Smart Solar AI
LLM Fine-Tuning — Smart Solar
Fine-tuned LLaMA 3 70B & Mistral on proprietary solar data on NVIDIA H100 cluster. Powers hybrid energy management with 30% cost savings via intelligent grid switching.
WhatsApp AI Support Bot
AI chatbot on WhatsApp Business API analysing live solar grid profiles, detecting faults in real time, handling 500+ daily queries autonomously.
RAG Documentation Search
RAG with LangChain & Elasticsearch reducing response time by 60%. FastAPI deployed, serving 1,000+ active solar installations.
LLaMA 3 70BMistralH100 ClusterLangChainElasticsearchWhatsApp API
Backend Engineer Part-time
Blockchain Laboratories · United States · Remote
Nov 2022 — May 2023
Web3 / XRPL
Carbonland Trust — Web3 Carbon Credits
Built the XRPL tokenisation & registry layer for a Web3 carbon credit platform. Tamper-proof public registry preventing double-counting. Reduced confirmation times by 30%.
XRP LedgerWeb3PythonSaaS
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Technical Skills

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Featured Projects

01
GarmeXR — AI-Powered Virtual Garment Studio
3D fitting environment using computer vision and generative models to map 2D garments onto interactive 3D spatial profiles — enabling immersive, try-before-you-buy e-commerce experiences.
Computer VisionGenerative AI3D FittingE-Commerce
02
XAuctioneer — Intelligent Bidding Ecosystem
Automated auctioning platform with smart dynamic pricing mechanisms, LLM-driven negotiation parameters and real-time bid optimization loops for a fully autonomous marketplace experience.
LLM NegotiationDynamic PricingReal-Time Bidding
03
GitHub PR Reviewer (MCP-Powered)
Real-time pull-request review assistant using MCP architecture. Fetches GitHub diffs, uses LLMs to assess code, generates structured Approve/Request-Changes feedback. Supports CLI and server modes for CI/CD integration.
MCPLLMGitHub APICI/CD
04
Multimodal Document Intelligence
End-to-end document processing pipeline using vision transformers and OCR for structured data extraction from unstructured documents. Deployed serverlessly on AWS Lambda with FastAPI for high-volume ingestion at scale.
Vision TransformerOCRAWS LambdaFastAPI
05
Claude Agent SDK — Autonomous DevOps Copilot
Production-grade ops assistant built on the Claude Agent SDK with custom MCP tool servers for infra diagnostics, log triage and safe auto-remediation. Human-in-the-loop approval gates on any destructive action, with a full audit trail.
Claude Agent SDKMCPDevOpsHITL
06
This Portfolio — Live, API-Powered & Edge-Deployed
The site you're viewing right now. Zero backend, pulls live GitHub activity client-side via the public REST API, and ships from Cloudflare's global edge network for fast loads anywhere.
Cloudflare PagesGitHub APIVanilla JSEdge Deployment
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Open Source & Activity

Pulled live from the GitHub API — no manual upkeep, always current.

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Education & Credentials

BSc
Namal University Mianwali
Bachelor of Science in Computer Science
✦ CGPA 3.75 / 4.0
Dean's Roll of Honor — 2023
Aug 2019

Jul 2023
Certifications
Deep Agents with LangGraph
LangChain
Oct 2025
MCP Course: Automation in Production
Hugging Face
Aug 2025
Generative AI with Large Language Models
DeepLearning.AI
Dec 2023
AWS Certified Machine Learning — Specialty
Bytewise / AWS
Jun 2023
AI Programming with Python Nanodegree
Udacity
Dec 2022
AWS Machine Learning Foundations
Amazon Web Services
Jul 2022