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RD

Roschlynn Dsouza

Open to work2 years experience

Fullstack Engineer

Mumbai, IndiaTarget Roles: Backend Engineer • Full-Stack Developer • Frontend Specialist

Full-stack Developer, GenAI/LLM Trainer, and ML Researcher

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Standing Rank

Rank Not Available

Developer Badges

Badges Pending

Skills & Technologies

57 skills
cc++c#javapythonjavascriptbashrsqlhtml5css3tailwind cssbootstrapphpreactvue.jsnext.jsnode.jsflaskfastapimysqlpostgresqlsupabaseollamatensorflowkerasscikit-learnopencvpandasnumpyseabornn8nsmtprest apiswebhooksopensslcharm-cryptokp-abetlsipfswebrtctcp/ip socketsunifi network stackvlanqosenterprise network designfirewalldhcpdnsiotdockergithub ci/cdawsmicrosoft azuregcplinuxwindows server

Work Experience

Product Developer

Aidos, LLC - Ludus Lab

Feb 2025 - Feb 2026 St. Louis, MO
  • Developed the ”No Estimates Game,” a multiplayer agile decision-making tool, using Node.js, Vue.js, React, and WebSockets for real-time interactions.
  • Ensured code quality and automated delivery by writing comprehensive tests, implementing CircleCI pipelines, and collaborating with cross-functional teams in an Agile environment.

Front-End Engineer and GenAI/LLM Model Trainer

Outlier.AI

Mar 2025 - Jul 2025 Remote
  • Developed a React/Next.js frontend for an LLM training pipeline designed to generate modern website code.
  • Ensured ”golden response” quality for model fine-tuning by refining and rewriting LLM-generated code through a multi-turn supervised feedback process.

Research Assistant

Saint Louis University, School of Medicine

Oct 2024 - Feb 2025 St. Louis, MO
  • Developed and validated ARIMA/SARIMA models to accurately forecast healthcare spending (2000-2040) and global energy trends (1973-2022).
  • Conducted statistical analysis and presented data-driven visualizations to support research under Dr. Bahareh Rahmani.

Course Tutor & Teaching Assistant

Saint Louis University

Jan 2024 - Dec 2024 St. Louis, MO
  • Evaluated assignments for over 65 students and mentored others in foundational CS courses, providing feedback to build academic confidence.

Projects

AI Email & Scheduling System

OllamaFastAPINext.jsn8nSupabase
  • Architected an AI-powered mail management system using FastAPI and Next.js to automate the triaging and scheduling of executive communications.
  • Developed a private data extraction pipeline utilizing a local LLM (Ollama/Qwen 2.5) to parse PDF mail copies and identify themes, dates, and meeting request details.
  • Engineered a collaborative PA-to-Manager workflow that facilitates decision-making and automates SMTP-based responses and calendar updates based on manager approval.
  • Orchestrated a real-time synchronization layer using n8n and Docker, ensuring consistent data flow between a custom calendar, Supabase, and Google Calendar.

Network Infrastructure & Security

UniFiPi-holeVLANsLACP802.11r
  • Engineered a multi-tier network using UniFi hardware, implementing VLANs and Inter-VLAN routing for secure traffic isolation.
  • Deployed a Pi-hole DNS server with granular firewall rules, Port Forwarding, and UPnP to enforce network-wide protection.
  • Configured LACP link aggregation for NAS throughput and Fast Roaming (802.11r) with multi-SSID support for seamless connectivity.

P2P Chat Application

FlaskIPFSMySQLTailwind CSSHTMLJSTCP/IP Sockets
  • Designed a full-stack decentralized social network with real-time chat, group management, and distributed file sharing using IPFS and WebRTC.

KP-ABE Based OCR System

FlaskOpenSSLCharm-CryptoBash
  • Built a web service to extract text from images and share it securely using Key-Policy Attribute-Based Encryption (KP-ABE) over a distributed architecture.

Leaderboard Standings

Leaderboard Position Pending

Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.

Assessment Highlights

Assessments Not Completed

Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.

AI Collaboration Score

AI Collaboration Score Pending

Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.

Role Compatibility Profile

Role Compatibility Analysis Pending

Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.

Achievements

Energy Transitions over Five Decades: A Statistical Perspective on Global Energy Trends

Energy Transitions over Five Decades: A Statistical Perspective on Global Energy Trends Published in Computers (MDPI)

Forecasting World Health Expenditures: A Hybrid AI and Generative AI Approach

Forecasting World Health Expenditures: A Hybrid AI and Generative AI Approach Published in AIH (ACCSCIENCE Publishing)

About Details

Professional Bio

Multidisciplinary computer science graduate with experience in full-stack development, GenAI training, and applied ML research. Proven track record in developing secure encryption systems, P2P networks, and production-grade software. Collaborative developer focused on scalable code.

Master of Science in Computer Science

Saint Louis University (2023 - 2024)

Bachelor of Engineering in Information Technology

Don Bosco Institute of Technology (2018 - 2022)

Languages: English, Hindi
Email: Locked