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Rajendra Kishan
AI Researcher & Software Engineer

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Execute_Portfolio Establish_Link

Work_History

Software Engineer

@ UnsungFields Co.

FEB 2025 — PRESENT
  • > Spearheading the development of the TaaS (Tokens as a Service) application architecture.
  • > Engineering LLM benchmarking pipelines to analyze inference behavior using vLLM.

Engineer - System Support

@ Millennium IT ESP

JAN 2024 — JAN 2025
  • > Managed high-availability infrastructure and multi-engine database environments (Oracle, PostgreSQL, SQL Server).
  • > Executed critical database maintenance, performance tuning, and switchover procedures for enterprise clients.

MAS Executive

@ Bharti Airtel Ltd.

MAR 2023 — JUN 2023
  • > Developed automated transactional reporting systems using MS Access and advanced Excel functions.
  • > Architected SQL functions and procedures to optimize ETL pipelines for large-scale data ingestion.

Intern Data Engineer

@ Kaayaltek Solutions

JUL 2022 — DEC 2022
  • > Designed and implemented robust ETL processes using SQL Server Integration Services (SSIS).
  • > Optimized data transformation workflows to ensure integrity during cross-format ingestion.

Active_Research

LIVE_STATUS
LLM Fine-Tuning (Tiny-Llama-1.1B) 15% Complete

Optimizing domain-specific reasoning capabilities using Parameter-Efficient Fine-Tuning (PEFT) and LoRA.

Distributed Inference Orchestrator 10% Complete

Developing a Python-based engine for sharding generative models across heterogeneous edge devices.

Project Echo (Whisper GUI) 10% Complete

A high-performance GUI tool enabling real-time transcription and translation using OpenAI Whisper models.

No-Code Finetuning UI 10% Complete

Streamlining the AI lifecycle with a graphical interface to perform complex finetuning without writing code.

Core Projects

A selection of open-source contributions and full-stack implementations.

Baby Bump

A comprehensive tracking suite for expectant mothers to monitor prenatal development milestones.

#Python #React-Native

HolidaySri

An international e-Commerce platform facilitating localized hotel reservations across Sri Lanka.

#NodeJS #ReactJS

PathWay

A specialized learning management and progress tracking tool for differently-abled students.

#PyTorch #ViteJS
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