anas@portfolio:~
$whoami
Anas Bin Rashid
$cat /etc/specialization
AI/ML Engineer | Software Engineer

Anas Bin Rashid

I build intelligent systems.

>>>model.specialize("")

/**

* A Computer Science student at FAST NUCES , with hands-on experience in software development, backend systems, AI/ML, data engineering, and full-stack development. Passionate about building scalable, production-grade software, optimizing performance, and applying advanced problem-solving to real-world challenges.

*/

./explore --work
scroll()

// section: about

01.About Me

{

"name": "Anas Bin Rashid",

"role": "Final-Year CS Student @ FAST NUCES",

"focus": "AI/ML | Full-Stack",

"available": true

}

I am a Computer Science student at FAST NUCES, Islamabad, with hands-on experience across software development, AI/ML, and full-stack development. My passion lies in designing scalable, production-grade software, optimizing performance, and applying advanced problem-solving to real-world challenges.

Currently, I serve as an Artificial Intelligence Teaching Assistant and Database Systems Lab Assistant. Previously, I worked as an Applied AI & Data Engineering Intern at PTCL Group, where I built a production RAG pipeline for codebase analysis with semantic search, confidence scoring, and session management.

// core competencies

import {

Generative AI & NLP,

Parallel Computing,

Android Development,

Machine Learning,

Data Engineering,

Compiler Design

} from "@anas/skills";

achievement[0]

Gold Medalist

Rector's List of Honors
Fall 2024, Spring 2025, Fall 2025

stats.cgpa

CGPA 0.00

BS Computer Science
FAST NUCES

repos.length

0+ Projects

From Generative AI
to Full-Stack Systems

// section: experience

02.Where I've Worked

feat/ai-teaching|2 commits

Artificial Intelligence Teaching Assistant @ FAST NUCES

Jan 2026 - Jun 2026

Islamabad (Onsite)

  • Managed course logistics for 500+ students through assignment design, demos, grading, and student support

    commit e4f55c6 - Jan 2026

  • Guided students in AI/ML concepts and algorithms

    commit cbf1609 - Jan 2026

// @role => "Artificial Intelligence Teaching Assistant"

// section: projects

03.Things I've Built

main.py
# finai_pipeline.py
1pipeline = FinAIPipeline(rag=HybridRAG(FAISS, CLIP))
2result = pipeline.advise(user_query, bank_docs)
3
ReactTypeScriptNode.js

Final Year Project

FinAI – AI-Powered Financial Platform

Final Year Project. Full-stack financial intelligence system for Pakistani banking products. React + Vite + TypeScript frontend; Node.js + Express API; MongoDB. Python FastAPI microservices for all modules. Hybrid retrieval using FAISS + CLIP; Groq LLaMA 3.3 for advisory. Features: AI chatbot, document simplification, loan-eligibility scoring, bank matching, PDF export, dashboard. Secure architecture: JWT + rotating refresh tokens, rate limiting, field-level encryption, audit logs. Docker Compose deployment with CI/CD via GitHub Actions.

  • React
  • TypeScript
  • Node.js
  • FastAPI
  • MongoDB
  • FAISS
  • CLIP
  • Docker
main.py
# multi-document_pipeline.py
1rag = RAGPipeline(docs, embeddings=FAISS)
2response = rag.query(user_input, top_k=5)
3
PythonLangChainFAISS

Featured Project

Multi-Document Multimodal Financial Analysis

Production-grade RAG pipeline for complex document understanding (PDF, Excel, CSV) with multimodal support using CLIP and Vision LLMs. Implemented hybrid image-text search, OCR fallback for scanned documents, and automatic citation generation with sub-millisecond query latency. Built evaluation framework for ROUGE, BLEU, and BERTScore metrics with a real-time Streamlit dashboard, deployed via Docker.

  • Python
  • LangChain
  • FAISS
  • CLIP
  • EasyOCR
  • Docker
main.py
# neural_pipeline.py
1encoder_out = transformer.encode(src_tokens)
2translation = beam_search(decoder, encoder_out, k=5)
3
TransformersmBART-50BERT

Featured Project

Neural Machine Translation & Semantic Search

Built an English-to-Urdu NMT system featuring a custom Transformer with learnable positional encoding and fine-tuned mBART-50. Designed a Semantic Product Search system using dual-encoder BERT embeddings and a neural relevance model for e-commerce reranking. Applied label smoothing, cosine annealing with warmup, and nucleus (top-p) sampling.

  • Transformers
  • mBART-50
  • BERT
  • PyTorch
  • Flask
main.py
# generative_pipeline.py
1model = DiffusionTransformer(dim=512, depth=12)
2loss = model.train(x_noisy, timesteps, noise)
3
PyTorchTensorFlowDiT

Featured Project

Generative AI & Autoregressive Image Modeling

Implemented Diffusion Transformers (DiT) with Representation Alignment (REPA/REG) for training stability and image generation. Built CycleGAN for unpaired photo-to-sketch translation using PatchGAN discriminators and mixed-precision (FP16) training. Developed autoregressive models (PixelCNN, RowLSTM, DiagonalBiLSTM) for pixel-by-pixel image synthesis on CIFAR-10.

  • PyTorch
  • TensorFlow
  • DiT
  • CycleGAN
  • GANs

Other Noteworthy Projects

$ ls ~/projects/ | wc -l10

NLP Pipeline & Advanced Sequence Modeling

GPU-accelerated Legal Document NLP Pipeline using CBOW embeddings and extractive/abstractive summarization. Built Shakespearean Next-Word Predictor with LSTM/GRU architectures, ablation study across 9 hyperparameter configs, and Adaptive CNN for CIFAR-10.

  • SpaCy
  • CuPy
  • Word2Vec
  • LSTM
  • GRU
  • PyTorch

RAG-Based GitHub Code Assistant

RAG-based codebase analysis system with multi-language support and semantic search. Implemented intent analysis, query expansion, context-aware response generation, confidence scoring, and session management with conversation history.

  • Python
  • ChromaDB
  • Groq API
  • Llama 3
  • Streamlit
  • GitPython

Cryptanalysis & Secure Communication

Security-focused system combining Al-Kindi cryptanalysis of affine cipher with Wireshark packet analysis, and an end-to-end encrypted chat app implementing AES, Diffie-Hellman, RSA, SHA, and PKI with full traffic analysis.

  • Python
  • AES
  • RSA
  • Diffie-Hellman
  • PKI
  • Wireshark

StudySync Mobile Application

Android app for student academic lifecycle management. Offline-first MVVM architecture with automatic Firebase cloud sync, course management, task tracking, resource organization, notification systems, and data visualization.

  • Kotlin
  • Firebase
  • SQLite
  • Material Design
  • MVVM

Parallel Computing Optimization Suite

Achieved 4x speedup using AVX intrinsics for matrix transposition and multiplication. Parallelized trigonometric computations with custom Taylor series using OpenMP. Built 8-thread system with CPU affinity optimization using pthreads and OpenCL.

  • C/C++
  • OpenMP
  • OpenCL
  • SIMD
  • pthreads

Enterprise Network in Cisco Packet Tracer

Multi-layer enterprise network with NAT, DHCP, ACL, routing protocols (RIP, OSPF, EIGRP), and VPN for secure branch office and data center communication.

  • Cisco Packet Tracer
  • Networking
  • VPN
  • OSPF
  • EIGRP

PetroPulse Management System

Full-fledged JavaFX application with SQL backend for petrol station operations including customer management, billing, employee schedules, maintenance logs, and loyalty programs with OOP design patterns.

  • JavaFX
  • MySQL
  • OOP Patterns
  • SceneBuilder

Gym Desktop Application

Comprehensive gym management system with member management, workout scheduling, and inventory tracking using Windows Forms and MSSQL Server.

  • C#
  • WinForms
  • MSSQL Server
  • .NET

Multi-Threaded PACMAN

Multi-threaded version of classic Pac-Man using C/C++ and GLUT graphics library with synchronization mechanisms between Pac-Man and multiple computer-controlled ghosts.

  • C/C++
  • GLUT
  • Multithreading
  • Game Dev

PACMAN in Assembly

Implementation of Pac-Man in x86 assembly language using Irvine Library. Features three levels with different layouts, portals, and challenges, demonstrating low-level programming and hardware-software interaction.

  • x86 Assembly
  • Irvine Library
  • Low-Level

// section: skills

04.Skills & Technologies

$ pip install -r requirements.txtSuccessfully installed 116 packages

import { ... } from "@core/languages"

Languages

[14]
PythonCC++JavaC#KotlinTypeScriptJavaScriptPHPRx86 AssemblyHTML/CSSMATLABYAML
import { ... } from "@data/stores"

Databases

[10]
SQL ServerMySQLPostgreSQLMongoDBSQLiteRedisFirebaseChromaDBFAISSSQLAlchemy
import { ... } from "@tools/frameworks"

Frameworks & Platforms

[17]
ReactNode.jsExpress.jsFastAPIFlask.NETJetpack ComposeAndroid SDKWinFormsJavaFXStreamlitGradioBootstrapTailwindCSSTesseractEasyOCRSFML
import { ... } from "@ai/generative"

Generative AI & NLP

[21]
LLMsRAGPrompt EngineeringLangChainEmbeddingsSemantic SearchMultimodal AnalysisTransformersBERTCLIPDiTGANsWord2VecTokenizationPOS TaggingNERText ClassificationSequence ModelingFine-Tuning (LoRA, PEFT)HuggingFaceOllama
import { ... } from "@ai/ml"

ML & Data Science

[14]
TensorFlowPyTorchScikit-LearnNumPyPandasSciPyMatplotlibPlotlySeabornOpenCVFeature EngineeringModel EvaluationMLFlowKaggle
import { ... } from "@systems/hpc"

Parallel & HPC

[8]
OpenCLOpenMPSIMDCuPypthreadsConcurrency ControlThread ManagementPerformance Optimization
import { ... } from "@cloud/devops"

DevOps & Cloud

[10]
DockerDocker ComposeKubernetesAWSGitHub ActionsJenkinsNginxBashDVCVercel
import { ... } from "@eng/methods"

Software Engineering

[9]
SDLCAgile/SCRUMUML DesignUnit TestingREST APIJWTOAuthJiraTrello
import { ... } from "@dev/tools"

Tools & Environments

[13]
Git & GitHubUbuntuVisual StudioEclipseAndroid StudioJupyter NotebookPostmanFigmaFlex/YaccCisco Packet TracerProteusWiresharkLaTeX

// section: education

05.Education & Honors

SELECT * FROM academic_records ORDER BY year DESC;

Education

3 rows returned

SELECT cgpa FROM results WHERE major = 'cs';

FAST NUCES, Islamabad

Bachelor of Science | Computer Science

Aug 2022 - Jun 2026

Current CGPA 3.72

SELECT score FROM results WHERE exam = 'HSSC';

APSACS, Rawalpindi

Intermediate | Pre-Engineering

Jul 2020 - Jul 2022

Marks 0/1100

SELECT score FROM results WHERE exam = 'SSC';

APSACS, Rawalpindi

Matriculation | Science

Apr 2018 - Mar 2020

Marks 0/1100

Honors & Awards

assert len(awards) == 7 # verified

  • Gold Medalist & Rector's List of Honors, FAST NUCES - Fall 2024, Spring 2025, Fall 2025
    RECTOR
  • Dean's List of Honors, FAST NUCES - Spring 2024, Fall 2023
    DEAN
  • National Skills Competency Test, 99.6 Percentile - HEC
    NSCT
  • Honorary Award for Intermediate result, ICAP - Mar 2023
    HONOR
  • Merit-Based Scholarship for HSSC result, FBISE - Jan 2023
    MERIT
  • Full Merit Scholarship for Matriculation achievement, APSACS - Jun 2020
    SCHOLARSHIP
  • Bronze Medalist for IKMC, KSF - Nov 2013
    MATHS

// section: contact

06. What's Next?

Get In Touch

contact.sh

$ echo $INBOX_STATUS

ALWAYS_OPEN

Whether you have a question, want to collaborate on a project, or just want to say hi, I'll do my best to get back to you!

Islamabad, Pakistan
+92 335 5555195
./send --hello

// response_time: O(1) | availability: true