T A L H A

freelanceai.tr@gmail.com

About Me

I believe in bridging theoretical AI research and robust production systems, engineering verifiable solutions grounded in mathematical and experimental rigor.

HI, I'M
TALHA R.

I am a final-year BS Artificial Intelligence undergraduate at Bahria University Islamabad (E-8 Campus). My work spans Natural Language Processing, computer vision, Retrieval-Augmented Generation (RAG), multimodal AI, AI agents, and workflow automation.

My research experience spans multimodal document retrieval at Cradle Labs (Jun–Aug 2025), computer vision pipelines for medical foot image diagnosis at the Center of Excellence in Artificial Intelligence (CoEAI), and large-scale NLP analysis of Brazilian energy news datasets at the FAST-NUCES Data Insights Lab (Jul 2026 – Present) for market price-gap forecasting.

Alongside research, I am the founder of HAT Technologies (applied AI software agency) and Founder of Tech Fusion & Lead AI Club at Bahria University, leading a 50+ volunteer team, organizing events for 350+ participants, securing corporate sponsorships, and conducting hands-on student workshops. I am also an member of Google Deveoper Group Islamabad member.

STAGE 01

Research

Problem framing, baseline comparisons, and rigorous dataset curation.

STAGE 02

Planning

System architecture, data normalization pipelines, vector indexing, and zero-hallucination guardrail design.

STAGE 03

Construction

Clean implementation using FastAPI, LangChain/LangGraph, Sentence-BERT, OpenCV, and Next.js interfaces.

STAGE 04

Evaluation

Empirical benchmarking, silhouette scoring, latency optimization, and formal peer review validation.

My Stack

AI & Machine Learning

Python Python (Expert)
PyTorch PyTorch
scikit-learn scikit-learn
LangChain LangChain & LangGraph
Temporal Temporal (Agency OS)

Multimodal & RAG

Multimodal RAG Multimodal RAG
ChromaDB (Vector Store)
Sentence-BERT Sentence-BERT
Pinecone Pinecone Vector DB
ColPali / Cross-Modal

Vision & NLP

OpenCV OpenCV (Medical CV)
OCR Tesseract / OCR Mark
FinBERT FinBERT Sentiment
NLLB & Argos Translate
Gemini API Gemini LLM Topic Labeling

Systems & Tools

Git Git & GitHub
Docker Docker
FastAPI & Flask
SQL SQL & PostgreSQL
Argon2id Argon2id & HKDF (DSPD)

My Experience

FAST-NUCES Data Insights Lab

AI Researcher (NLP & Brazil Energy Market Price Gap)

Jul 2026 – Present · Islamabad, Pakistan

Engineered an NLP and machine translation pipeline analyzing ~30,350 processed documents (filtered from ~490k raw scraped articles) to investigate whether Brazilian energy and weather news signals predict the gap between CMO (marginal operating cost) and actual PLD settlement prices over a 45-day window. Built with GPU NLLB, Argos Translate, Gemini topic labeling, and FinBERT sentiment scoring.

HAT Technologies (hattechnologies.tech)

Founder & Applied AI Lead

2024 – Present · Applied AI Agency

Founded an applied AI software and automation agency. Lead client acquisition and architecture, engineering workflow automations and an internal Whitelabel AI Agency OS powered by LangGraph and Temporal for multi-tenant agent orchestration. I also working on some produt at HAT Technologies realated to Edtech and marketplace problems. I currently have proof of concpet of that products and currently now working on their MVP.

Tech Fusion / AI Club @ Bahria University

Lead & Founder

2025 – Present · Bahria University Islamabad

Founded campus technology brand and lead a 50+ volunteer team. Organized flagship events hosting 350+ participants, secured corporate sponsorships for consecutive events, and delivered hands-on AI/ML student workshops. Organizing Tech Fusion 2026 with GDG Islamabad.

Cradle Labs

Volunteer Research Assistant (Multimodal RAG)

Jun 2025 – Aug 2025 · Islamabad, Pakistan

Investigated Multimodal Retrieval-Augmented Generation (Multimodal RAG) systems. Explored multimodal document ingestion and cross-modal retrieval to ground LLMs in complex visual documents containing tables, diagrams, and text. Surveyed 30+ recent papers to establish literature benchmarks for manuscript under review.

Center of Excellence in AI (CoEAI)

AI Research Intern (Medical Foot CV)

Sep 2024 – Nov 2024 · Islamabad, Pakistan

Engineered computer vision pipelines for medical foot image diagnosis. Processed and verified 5000+ annotated medical image samples and established systematic annotation standards to support iterative model training cycles.

U-Capacity

AI Project Trainee

Jul 2024 – Aug 2024 · Professional Training

Built structured machine learning models, performed exploratory data analysis, and created end-to-end data processing pipelines using scikit-learn and Python.

Selected Projects & Research

DSPD Scheme Preview AutismLens Preview Brazilian Energy NLP Preview Multimodal RAG Preview EDU360 Preview CEAI Foot CV Preview
DSPD Scheme
_01.

DSPD Scheme

Argon2id HKDF-SHA256 In Progress PyPI Package
AutismLens
_02.

AutismLens

Multimodal Intake OpenCV Mark Vectorization ChromaDB Bahria FYP-I
Brazilian Energy NLP
_03.

Energy Market NLP

~30,350 Processed Docs GPU NLLB & Argos FinBERT FAST-NUCES
Multimodal RAG Survey
_04.

Multimodal RAG Survey

Cross-Modal Retrieval 30+ Surveyed Papers Visual Reasoning Cradle Labs
EDU360
_05.

EDU360 Talent Matcher

FastAPI Sentence-BERT ChromaDB Vector Store Next.js
Medical Foot CV
_06.

Medical Foot CV

500+ Annotated Samples OpenCV Preprocessing Clinical CV CoEAI

Events & Communities

View Experience Gallery ➔
Campus Flagship · GDG Islamabad

Tech Fusion 2025

Organizing the upcoming flagship event under the theme "AI Without The Humans" in collaboration with GDG Islamabad. Leading 50+ volunteer engineers, arranging technical panels, and managing corporate sponsorships.

Community Leadership

Tech Fusion / AI Club

Founded the official campus technology brand and lead a 50+ volunteer team at Bahria University Islamabad. Hosted 350+ participants across AI/ML events, secured sponsors, and delivered hands-on workshops.

Hackathon Shortlist

AISeekho Builders Day

Lead data and registration team at AISeekho Builders Day / GDG Islamabad Hackathon at National Incubation Center (NIC) Islamabad, developing multimodal AI applications using Google AI Studio & Gemini APIs.

Interdisciplinary Initiative

The Two AI Panel

Organized "The Two AI" interdisciplinary symposium at Bahria University linking AI with philosophy and ethical alignment, hosting international guest speakers and student innovators.

Certifications & Badges

Official Credly Verified

Google AI Essentials & Verified Digital Badges

Issued by Google via Coursera & GDSC Bahria. Certified in generative AI foundation models, prompt engineering pipelines, workplace AI automation, and responsible AI deployment.

Verify Credly Badges ↗
DeepLearning.AI

ChatGPT Prompt Engineering for Developers

Instructed by Isa Fulford and Andrew Ng. Mastered chain-of-thought prompting, systematic test workflows, LLM API application integration, and structured JSON output formatting.

✓ Verified Credential
Anthropic Verified

Anthropic AI Fluency

Completed "AI Fluency: Framework & Foundations" by Anthropic, mastering model evaluation, prompt optimization, ethical alignment, and AI safety principles.

✓ Verified Credential
LinkedIn Learning

Object-Oriented Design

Verified certificate in Object-Oriented Design (by Olivia Stone & Barron Stone) and Generative AI, grounding architecture in SOLID principles and clean modular code.

✓ Verified Credential
LinkedIn Learning

Generative AI Essentials

Verified certificate covering prompt engineering, LLM application architecture, and responsible AI deployment patterns.

✓ Verified Credential