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Achievement: YOLOAchievement: Pull Shark

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najla1204/README.md

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B L E N D I N G   A E S T H E T I C S   W I T H   L O G I C

B.Tech Artificial Intelligence & Data Science Undergraduate | Sona College of Technology


Portfolio LinkedIn Email GitHub


P R O F E S S I O N A L   O V E R V I E W

I am an AI and Data Science professional actively pursuing my Bachelor of Technology with a rigorous focus on LLM experimentation, RAG pipelines, and prompt engineering. I maintain a strong academic standing with a CGPA of 8.97 and achieved the Third Rank in the II Semester Examinations. My development philosophy centers on bridging complex architectural logic with clean, minimalist designs to solve high-impact business challenges. Furthermore, I am deeply committed to algorithmic problem-solving, having successfully resolved over 140 problems on competitive programming platforms such as LeetCode.


T E C H N I C A L   A R C H I T E C T U R E

MACHINE LEARNING & AI



LangChain, RAG Pipelines 		LANGUAGES & DATABASES



ChromaDB Integration 		CLOUD & INFRASTRUCTURE



CI/CD Pipelines

I N D U S T R Y   E X P E R I E N C E

DATA SCIENTIST INTERN
Mindzen

  • Cleaned and transformed more than five real-world datasets utilizing Pandas.
  • Ensured rigorous data accuracy to prepare pipelines for advanced LLM-based analysis.
  • Conducted experiments utilizing LLM APIs to fully automate data labeling and classification workflows.
  • Successfully reduced overall data processing time by approximately 30 percent while enhancing annotation efficiency.

WEBSITE DEVELOPER INTERN
Infinitica Technology Solutions

  • Engineered three distinct backend modules for the GRAD360 and SENTRA digital platforms.
  • Reduced manual data handling efforts by 40 percent across evaluation and assessment tracking systems.
  • Automated core data processing pipelines to significantly improve system efficiency and reliability.
  • Optimized real-time data handling architectures.

E N T E R P R I S E   A P P L I C A T I O N S

APEX
(AI Resume Screener & Job Match Scorer)

Developed an LLM-powered candidate screening platform by rigorously benchmarking GPT-4, Claude, and Mistral to determine the optimal model for job description alignment scoring. Engineered a comprehensive RAG pipeline utilizing LangChain and ChromaDB, and successfully fine-tuned embedding models via HuggingFace to elevate retrieval precision.

OPTITIME
(Smart Timetable Generation System)

Designed and implemented an automated timetable generation architecture capable of eliminating scheduling conflicts for over 30 faculty members. Integrated an LLM-assisted constraint validation layer alongside a Genetic Algorithm-based optimization engine, which successfully reduced the timetable generation process from one week to less than ten minutes.

MOTHERCARE++
(Maternal & Newborn Monitor)

Architected a smart monitoring system focused on maternal and newborn health. This solution integrates wearable IoT devices, advanced AI-based risk assessment protocols, and digital identity verification mechanisms to seamlessly interface with essential government health services.

SENTRA & GRAD360
(Assessment Intelligence)

SENTRA is a highly customized, no-proctoring online assessment platform engineered for fair evaluations without invasive monitoring. GRAD360 serves as a sophisticated test intelligence platform tailored for MBA students, providing adaptive assessments and comprehensive performance analytics.

HUMAN OS
(Digital Twin Application)

Built a digital platform that provides specialized Synthesis Path recommendations. The system leverages stress-test analyses to identify and recommend the most balanced and sustainable operational options for users.

SONA COHORT
(Peer Learning Network)

Developed a robust, structured platform to facilitate peer-to-peer learning within Sona College of Technology, significantly improving academic collaboration and student support networks.

C O M P E T I T I V E   P R O G R A M M I N G

I thrive in high-pressure development environments and have proudly served as the Team Lead across seven major hackathons at both the national and internal levels.

  • AMAZON NOVA HACKATHON: Submitted "NovaBridge", an AI Agent designed for optimizing Government Benefit Access.
  • GEMINI 3 HACKATHON: Submitted the "IDEALENS" project for evaluation.
  • GOOGLE TECH SPRINT: Acted as Team Lead and secured the Winner position by presenting "HumanOS", a highly scalable digital interaction solution.
  • MINI HACKATHON: Won First Prize for building an AI idea under the "No Coding" framework.
  • ADDITIONAL PARTICIPATION: Competed in the Smart India Hackathon (SIH), RIFT '26 by Physics Wallah, and the AI Project Expo.

L E A D E R S H I P   C O N T R I B U T I O N S

Beyond software engineering, I am dedicated to fostering a strong technical community. I was awarded the Best Performer in the Department of Information Technology for my outstanding academic performance and overall contributions to technical initiatives during the 2025-2026 academic year.

  • ORGANIZER | SONA PROGRAMMING CLUB: Facilitated coding events and algorithmic training sessions for the IT Department.
  • ORGANIZER | PORT 26 FULL STACK FUSION: Coordinated a comprehensive workshop to train students on modern full-stack web development methodologies.
  • ORGANIZER | AGENTIC AI WORKSHOP: Managed an intensive departmental workshop focusing on autonomous AI agents.
  • SPEAKER'S FORUM CHAMPION: Awarded First Prize for delivering an impactful technical presentation that demonstrated exceptional public speaking and communication skills.

I N D U S T R Y   C E R T I F I C A T I O N S


  • CLOUD & DEVOPS: AWS Cloud Practitioner Essentials (AWS), Advanced Git (DataCamp).
  • AI & DATA: AWS AI Practitioner Challenge (Udacity), Machine Learning Specialization (Coursera), Data Visualization & Processing (NASSCOM FutureSkills).
  • SECURITY & NETWORKING: Foundations of Cybersecurity (Google/Coursera), CCNA (Cisco Networking Academy).

G I T H U B   A N A L Y T I C S

GitHub Streak


"Designing the future through meticulous code and minimalist architecture."

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  1. googleSolutionChallenge googleSolutionChallenge Public

    TypeScript

  2. amazonNova amazonNova Public

    Python

  3. formValidator formValidator Public

    simple form validator using html , css and js

    JavaScript

  4. gamifiedGrad360 gamifiedGrad360 Public

    gamified main application design for grad360

    TypeScript