SAUMYA_DWIVEDI::PORTFOLIO_OS_v2.2

INIT_SCAN... SYSTEM: ONLINE

// IDENTITY_CORE //

Computational Genomics Researcher & ML Engineer specializing in crop genetics. Extensive experience in developing machine learning pipelines for large-scale genomic datasets, SNP analysis, and trait association studies. Proven track record in bridging Computer Science and Bioinformatics to deliver scalable, reproducible research solutions.

This interface provides access to key operational data and historical logs. Navigate using the primary command modules.

// SKILL_MATRIX //

Programming Languages:

  • Python (Proficient)
  • SQL (Proficient)
  • C/C++ (Intermediate)
  • MATLAB (Intermediate)
  • JavaScript (Intermediate)
  • R (Basic)
  • Java (Basic)

Data Science & ML:

  • Machine Learning
  • Deep Learning
  • Data Analysis & Visualization
  • Statistical Modelling
  • Feature Engineering
  • Bioinformatics Tools/Concepts/Pipelines

Frameworks & Libraries:

  • Pandas, Numpy
  • Scikit-learn
  • TensorFlow, Keras
  • Matplotlib, Seaborn
  • Frappe Framework
  • React

Tools & Platforms:

  • MS Office Suite
  • Google Workspace
  • LaTeX, VS Code
  • Google Colab
  • GitHub, Jupyter
  • SQL Databases
  • Git, Docker (Basic)

Professional Skills:

  • Technical Writing
  • Research
  • Data Storytelling
  • Presentation
  • Interpersonal Comm.
  • Project Management
  • Agile Methodologies

Languages (Human):

  • English (Fluent)
  • Hindi (Fluent)
  • Spanish (Basic)

// CAREER_LOG //

Research Associate

Central University of Kerala | Kasaragod, Kerala, IN | Jan 2025 – Present

  • Applying ML models to analyze genomic data for "Genome Exploration of Rice Landraces" project. Objective: Identify novel genetic markers for key traits.
  • Developing proficiency in bioinformatics pipelines/tools for genomic data processing, alignment, and variant calling.

Software Developer Intern

GXCO Tech Pvt Ltd | Remote | Dec 2024 – Feb 2025

  • Developed/enhanced features for live applications using Frappe Cloud Framework & DevOps, improving functionality for NGO/Non-Profit clients.
  • Contributed to backend: database schema modifications, server management, API endpoint creation.

Data Analyst Intern

Bloom Securities | Remote | Aug 2024 – Nov 2024

  • Analyzed financial data, informing algorithmic trading strategy refinement; achieved 15% improvement in simulated risk-adjusted returns.
  • Developed dynamic dashboards & automated reports, enhancing data accessibility and decision-making speed.

Software Developer Intern

Dridatah Technology | Remote | Apr 2024 – Aug 2024

  • Developed React frontend components (+20% user engagement), optimized UI responsiveness/speed, & created 3D visualizations (UE5, Blender).

IoT and Python Development Intern

KELTRON | Thiruvananthapuram, IN | Apr 2023 – May 2023

  • Developed IoT solutions (Arduino C++, Python) enhancing data accuracy 25% & designed/simulated projects (Tinkercad).

// PROJECT_ARCHIVES //

CustomGWAS End-to-end Customizable GWAS Pipeline

CORE_TECH: Python, Bioinformatics

  • Building a comprehensive multi-modal Python pipeline for end-to-end Genome-Wide Association Studies, streamlining data preprocessing and association testing into a single notebook.

Automated Stock Trading Strategy Backtesting

CORE_TECH: Python, Technical Indicators (EMA, SO, ADX, ATR), Data Wrangling, Analysis

  • Engineered trading strategy (EMA, SO, ADX, ATR) for buy/sell signal identification.
  • Automated trade management with backtesting on historical data; 20% increase in simulated accuracy.
  • Developed reporting tools for strategy optimization (CAGR, P&L analysis).

Guitar Chords Recognition using Deep Learning

CORE_TECH: Deep Learning, Python, TensorFlow, Keras, Librosa

  • Constructed & trained CNN model for guitar chord classification from audio (90% accuracy).
  • Integrated audio feature extraction (chromagram) & early stopping for model generalization.

// EDU_RECORDS //

Doctoral Researcher (Computer Science)

Institution: Central University of Kerala, Kasaragod, Kerala, India

Graduation:Pursuing

Master of Science (MSc) in Computer Science

Institution: Central University of Kerala, Kasaragod, Kerala, India

Graduation: July 2024

Standing: CGPA: 9.30 | Gold Medalist

Bachelor of Science (BSc Hons) in Computer Science

Institution: Guru Ghasidas Vishwavidyalaya, Bilaspur, Chhattisgarh, India

Graduation: July 2021

Standing: CGPA: 8.37

// ACHIEVEMENTS //

  • Academic Excellence: Gold Medalist (MSc. CS); Attended and Presented research in multiple conferences (ICSRF 2025, ICAGDD 2026).
  • Leadership Protocol: Led 60+ students for 'NexUs' (university IT fest); Python programming instructor (JNV outreach).
  • Creative Output (Music & Arts): Guitarist/vocalist for ‘Tarang’ (GGV band); Performance for President of India; Freelance sound programmer.
  • National Recognition: Qualified for National Level - 42nd JNNSMEE; INSPIRE fellow (Level 1)
  • Certifications Log: TCS Cyber Security Analyst (Forage); Machine Learning (SAS/Coursera); Intro to Cyber Security (SWAYAM).
  • Professional Affiliations: Member: IEEE, ASCI, SYS CUK.
  • Community Engagement: Technical trainer (Kasaragod Digital Literacy Mission); Team Leader (Beach Cleaning Day).

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System ready for incoming transmissions.