Abdullah.
Kanvis
Abdullah Naeem

Abdullah Naeem

Software Engineer | Generative AI & LLM Specialist | Building Production-Ready AI Automations
Hire Me

Overview

Software Engineer specializing in Generative AI and LLMs with a proven track record of building production-ready automation systems. Expert in LangChain, RAG, and FastAPI, I've delivered high-impact solutions ranging from real-time driver monitoring systems to AI-powered telepsychology platforms. Passionate about bridging the gap between cutting-edge AI research and scalable business applications.
Lahore, Pakistan

Experience

WORK

Software Engineer (AI Automation)

Freelance / Independent Contractor
Designed and deployed a production-grade WhatsApp AI automation system for a paying client.
•Real-time message routing and session management
•LLM response generation via LangChain and REST APIs
•Containerization and deployment using Docker

Key Achievements

→Automated business workflows, reducing manual response workload by 80% for a paying client.
→Optimized LLM response accuracy through iterative prompt engineering and fine-tuning, ensuring reliable business-grade interactions.
→Built an end-to-end pipeline with automated query classification and context-aware responses using LangChain.
→Implemented structured logging to PostgreSQL and session management to support concurrent multi-user conversations without state collision.
→80% reduction in manual response workload
PythonLangChainFastAPIPostgreSQLMeta APIDockerRedis queue

Sep 2025 – Jun 2026

WORK

Teaching Assistant - Introduction to Computing, Basic Electronics

Forman Christian College University
Evaluated quizzes and assignments and provided constructive feedback to students. Supported 60+ students across sessions, resolving queries and reporting progress to the instructor.
•Evaluated quizzes and assignments and provided constructive feedback to students.
•Supported 60+ students across sessions, resolving queries and reporting progress to the instructor.

Sep 2025 – 2026

WORK

Teaching Assistant - Computer Networks

Forman Christian College University
Supported 25+ students with networking concepts including TCP/IP, OSI model, and routing protocols across weekly sessions. Assisted in grading assignments and maintaining academic records for a 15-week semester course.
•Supported 25+ students with networking concepts including TCP/IP, OSI model, and routing protocols across weekly sessions.
•Assisted in grading assignments and maintaining academic records for a 15-week semester course.
TCP/IPOSI modelRouting protocols

Project Portfolio

PERSONAL

Present

Real-Time Driver Drowsiness Detection System

Developer

Developed a 4-stage CV pipeline using MediaPipe and MobileNetV2 for real-time driver monitoring, processing video at 20+ FPS on CPU with end-to-end latency under 50ms. Engineered a dual-model architecture for Eye/Yawn classification, achieving 98.65% validation accuracy using two-phase fine-tuning. Implemented temporal decision logic with a 60-frame sliding window, reducing false-positive alert rate by filtering single-frame anomalies before triggering driver alerts.
PythonPyTorchOpenCVMediaPipeMobileNetV2
Code
ACADEMIC

Present

PsychConnect: AI-Powered Telepsychology Platform

Group Final Year Project Member

Built a secure telepsychology platform using Next.js for the frontend and FastAPI for backend services, containerized with Docker and backed by Supabase/PostgreSQL. Integrated Google Gemini API through LangChain to analyze projective drawings and PHQ-9/DASS-21 questionnaires, reducing assessment time by 20–30%. Developed a scalable matchmaking microservice in Python targeting a 35% improvement in therapeutic alignment by dynamically pairing patients with psychologists based on specialisation, availability, and assessment outputs.
Next.jsSupabasePostgreSQLGemini APILangChainDockerFastAPIAPI Development
Code

Education

Jun 2026

BSc

Forman Christian College UniversitySpecialization in Computer Science
GPA: 3.3

Relevant Coursework

Machine LearningDeep LearningDB SystemsData StructuresSoftware EngineeringWeb Development

Impact & Recognition

Professional Certifications

DeepLearning.ai · 2025

Unsupervised Learning, Recommenders, Reinforcement Learning

Coursera · 2025

Machine Learning Specialization

DeepLearning.ai · 2025

Advanced Learning Algorithms

DeepLearning.ai · 2025

Supervised Machine Learning: Regression and Classification

Skills & Interests

LLMs

Generative AI

Python

RAG

LangChain

Prompt Engineering

FastAPI

REST APIs

Model Fine-Tuning

OpenAI

AI agents

Automation workflows

GitHub

JavaScript

SQL

Embeddings

NLP

Computer Vision

PyTorch

Scikit-learn

Vertex AI

Gemini API

Docker

Git

Supabase

PostgreSQL

Data Pipelines

Scrum

Linux

CI/CD

TensorFlow

pytest

pgvector

FAISS

Google Cloud

Agile

Vercel

Azure

AWS

C

R

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