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DWG. A-001 · REV 01

JAN ALI KAZMI.

SENIOR AI ENGINEER KARACHI, PK
AVAILABLE FOR HIRE
◇ SHEET 1 OF 7 · PORTFOLIO · FIELD NOTES

SHIPPING INTELLIGENCE
THAT SCALES.

Senior AI Engineer with 6+ years building AI-powered products and scalable backend systems. Specialized in Generative AI, RAG, LLM applications, and ML pipelines — shipping production-grade AI across fintech, legal tech, housing finance, and enterprise SaaS.

01 GEN-AI 02 RAG 03 BACKEND 04 CLOUD
DETAIL A · SCALE 1:1
0 YRS EXP
0 ROLES
0 AI PROD.
0 DOMAINS
About
PROFILE · N.T.S.
P-01 · Professional Summary

I design and ship enterprise-grade AI platforms — from RAG pipelines and agentic systems to scalable backends. Built products with Azure OpenAI, LangChain, and LangGraph across legal tech, fintech, and housing finance. I focus on production outcomes: cost-aware model routing, verifier loops, and systems that survive real traffic — not demos.

P-02 · Certifications
  • Microsoft Azure AI Professional
  • Microsoft Generative AI Professional
  • Cloud Fundamentals · Google Cloud
  • Neural Networks & Deep Learning
  • How Google Does Machine Learning
P-03 · Education
B.E. Computer Systems Engineering
Dawood University of Engineering & Technology
2017 — 2021
Core focus: systems programming, computer architecture, algorithms, and applied ML foundations that later shaped my AI engineering practice.
Experience Schedule
CHRONOLOGICAL · REV 01
ID ROLE ORGANIZATION PERIOD LOCATION
E-01Senior Software EngineerPeakSNR TechFeb 2025 – PresentCanada (Remote)
E-02Senior Consultant · BackendFleekbiz Pvt LtdJan 2024 – Feb 2025Karachi
E-03Senior Software EngineerTrellis Housing FinanceAug 2022 – Dec 2023Karachi
E-04Manager IT / Full StackAlpha VentureDec 2021 – Aug 2022Karachi
E-05Backend & DeploymentOscar HubSep 2021 – Dec 2021Karachi
E-06ML EngineerNIC · NED UETApr 2020 – Apr 2021Karachi
E-07Computer Vision Research InternSmart City Lab · NED UETDec 2019 – Mar 2020Karachi
E-08Data Science InternLove For DataAug 2019 – Nov 2019Karachi
◇ IMPACT SCHEDULE — BY CATEGORY & USE CASE
STACK · N.T.S.
CAT-01 · Performance
0 FASTER
API response time improvement via DB tuning, async & caching
USE CASE: PeakSNR backend
CAT-02 · Automation
0 LESS MANUAL
Mortgage processing automated via BPM workflow engine
USE CASE: Trellis housing finance
CAT-03 · Cost Optimization
0 CHEAPER
Smart model routing: 8B classify + 70B only for generation
USE CASE: agentic outreach engine
CAT-04 · Reliability
0 VERIFIED
Hallucinations caught via verifier loop + self-correction
USE CASE: LLM output verification
CAT-05 · Delivery
0 SYSTEMS
Production systems shipped across 4 domains
USE CASE: cross-domain delivery
CAT-06 · Leadership
L5 PROMOTED
Senior Engineer L5 + mentoring & best-practice setting
USE CASE: team velocity @ Fleekbiz
Projects — Plan View
SCALE 1:50
F-01 · Legal-AI

Lawli

ENTERPRISE LEGAL AI PLATFORM

Enterprise-grade Legal AI leveraging LLMs, RAG, Azure OpenAI, and vector search for contextual legal knowledge retrieval. Built ingestion pipelines, semantic search, and memory-aware conversational systems with LangChain + LangGraph.

RAGAZURE OPENAILANGGRAPHVECTOR DB
F-02 · Autonomous AI Platform

VeriScope — Verified Intelligence At Scale

MODULAR AND AGENTIC AI FRAMEWORK

Production-ready AI framework for rapid LLM app development. FastAPI backend, React frontend, Azure OpenAI integration, and Dockerized deployment for scalable AI solutions.

FASTAPIREACTAZURE OPENAI LANGCHAINPOSTGRESQLDOCKER
F-03 · Agentic-AI

Agentic Outreach Engine

AUTONOMOUS AI OUTREACH SYSTEM

LangGraph stateful graph — 6 nodes + 4 conditional edges. Researches companies, qualifies against ICP, drafts emails, verifies against sources to catch hallucinations, and self-corrects. Smart model routing (8B classify / 70B generate).

LANGGRAPHPYDANTICSTREAMLITDOCKERTAVILY
F-04 · ML

Fraud Detection System

ML-BASED ANOMALY DETECTION

End-to-end ML pipeline using classification models for anomaly detection. Feature engineering, model training, evaluation, and deployment-ready inference.

PYTHONSCIKIT-LEARNPANDASCLASSIFICATION
F-05 · Fintech Legal-AI

Mortgage BPM Platform

HOUSING FINANCE AUTOMATION

BPM-driven mortgage workflow platform with automated processing and approval flows. Reduced manual intervention drastically and improved partner onboarding via intelligent workflow design.

DJANGOBPMPOSTGRESQLREST APIS
F-06 · Rental Platform

Car Rental Platform (KSA)

PRODUCTION-GRADE BOOKING SYSTEM

Backend architecture for a production car rental serving real operations in KSA. Secure APIs, database optimization, and cloud-native deployment for scalable booking + business workflows.

FASTAPIPOSTGRESQLDOCKERCI/CDCLOUD-NATIVE
Technical Specifications
STACK · N.T.S.
S-01 · Core Proficiency
Generative AI · LLMs · RAG95%
Python · Backend Systems92%
LangChain · LangGraph90%
FastAPI · Django · REST88%
Azure · AWS · GCP85%
Vector DBs · PostgreSQL · Redis82%
Docker · CI/CD · DevOps80%
Computer Vision · ML75%
S-02 · AI & ML
AZURE OPENAILANGCHAINLANGGRAPHRAGVECTOR SEARCHNEURAL NETSDEEP LEARNINGCOMPUTER VISION
S-03 · Backend & Data
PYTHONFASTAPIDJANGOPOSTGRESQLMONGODBREDISPANDASNUMPY
S-04 · Cloud & DevOps
AZUREAWSGCPDOCKERJENKINSGITHUB ACTIONSCI/CD
Achievements & Milestones
RECOGNITION LOG
A-01
Senior Software Engineer L5 Promotion
Development Dept · Fleekbiz Pvt Ltd · May 2024
A-02
Speaker · Computer Vision Seminar
Invited talk on CV research & applications
A-03
ML Scholarship Recipient
Top 10% cohort placement
A-04
IoT Competition Winner
Dawood UET · IoT devices category
Key Contacts
REF. CORRESPONDENCE