Analyst - AI/LLM Practice at Innodata Inc. (2025-12 – 2026-08)
- Performed qualitative evaluations on LLM outputs to verify factual accuracy, safety alignment, and response consistency.
- Engineered test prompts and edge-case scenarios to evaluate model failure modes, mitigate silent hallucinations, and enforce strict instructions.
- Conducted pairwise preference ranking, scored multi-turn conversational responses, and authored detailed rationales to fine-tune generative AI models.
- Executed end-to-end multimodal annotation across text, image, video, and audio datasets, including audio transcription and data cleaning to remove corrupt samples.
AI Trainer & Content Evaluator at Abaka AI (2025-10 – Present)
- Audited and refined AI model responses for factual accuracy, intent relevance, structural formatting, and adherence to system instructions.
- Annotated, labeled, and categorized text datasets for fine-tuning tasks and context evaluation.
Data Annotator at Doxle (2024-09 – 2025-09)
- Precisely annotated key spatial features, room boundaries, and architectural elements within complex floor plan images and blueprints.
- Maintained strict cross-dataset annotation consistency and high labeling accuracy across large visual dataset batches.
Data Annotator at CVAT.ai (2024-02 – 2024-08)
- Delivered high-precision visual annotations (bounding boxes, polygon tracking, semantic segmentation) on CVAT for computer vision datasets.
- Executed iterative quality control checks to validate spatial coordinates, ensure class balance, and standardize visual data.
Data Annotation Intern at Prodigal SoftTech India Pvt Ltd (2022-01 – 2023-01)
- Processed and structured textual datasets using Label Studio for conversational AI and financial datasets.
- Annotated text data for sentiment analysis and intent recognition tasks following strict project guidelines.
Technical Support Executive / Computer Operator at Learning Spiral Pvt Ltd (2020-11 – 2021-11)
- Executed 3D LiDAR point cloud annotations for spatial recognition systems and autonomous model datasets.
- Performed precise audio transcriptions and speaker alignment to turn raw audio recordings into clean text datasets.
- Handle user queries, technical troubleshooting, operational assistance for students online admission and university examination management systems.
