Career · The Long Read
Eight roles
across research,
applied ML & product.
An annotated timeline of work to date. Newest first.
Pages 003 — 010
Last revised · May 2026
Last revised · May 2026
I.
Dec 2025 — Now
AI Engineer
INSEAD · Fontainebleau
Building production AI systems for institutional operations.
- Designed and deployed an agentic RAG knowledge base for institutional data access.
- Built a forecasting model reaching 97% accuracy for device lifecycle, repairs, and allocation.
- Automated IT technician scheduling workflows, improving operational efficiency.
Current
AI Engineering
Production · RAG
Forecasting
AI Engineering
Production · RAG
Forecasting
II.
Jan 2025 — Jan 2026
Research Assistant — Document AI
Aivancity · Paris
Researching pipelines for structured extraction from complex PDFs.
- Built pipelines for extracting text, images, and tables from heterogeneous PDFs.
- Optimised multi-zone document intelligence systems for structured data extraction.
Research
Document AI
OCR · Layout models
Document AI
OCR · Layout models
III.
May 2025 — Jan 2026
Data Scientist
IntHealth · Paris
NLP for emotion-driven recommendations in a wellness product.
- Built a mood-to-genre NLP pipeline that lifted user engagement by 35%.
- Delivered a production-ready MVP integrating sentiment analysis with recommendation logic.
NLP
Wellness tech
Sentiment · Recsys
Wellness tech
Sentiment · Recsys
IV.
Jul 2025 — Sep 2025
Machine Learning Engineer Intern
CodeVeda · Remote
Model evaluation and benchmarking workflows.
- Improved model performance by 12% through benchmarking and evaluation optimisation.
- Streamlined evaluation workflows and improved consistency of model metrics across projects.
MLOps
Benchmarking
Evaluation
Benchmarking
Evaluation
V.
Jun 2025 — Sep 2025
Product Manager Intern
Progton · Bangalore
Roadmap and user research for a SaaS analytics product.
- Defined and prioritised the SaaS analytics roadmap, reducing delivery time by 20%.
- Analysed 1,000+ user feedback entries to inform usability improvements and product alignment.
Product
SaaS
Roadmap · Research
SaaS
Roadmap · Research
VI.
Jan 2025 — Apr 2025
Data Scientist — Healthcare ML
AURA · Paris
Time-series modelling for seizure detection from ECG signals.
- Built CNN/RNN architectures for ECG-based seizure detection, improving accuracy by 17%.
- Automated preprocessing pipelines, increasing data throughput by 25%.
- Consolidated team workflows into a unified internal Python ML library.
Healthtech
Seizure detection
CNN · RNN · ECG
Seizure detection
CNN · RNN · ECG
VII.
Sep 2024 — Dec 2024
Research Assistant — AI / NLP
NeuralTeks · Paris
Multimodal retrieval and generative-image pipelines.
- Integrated multimodal retrieval models achieving 0.82 mAP.
- Improved embeddings via prompt optimisation and semantic alignment with CLIP and Flux.
- Integrated LoRA fine-tuning scripts into the team's visual-content workflow.
Multimodal
Retrieval · GenAI
CLIP · Flux · LoRA
Retrieval · GenAI
CLIP · Flux · LoRA
VIII.
Oct — Nov 2022
Assistant Manager Operations / Data Intern
AR Cars · Bangalore
Operations dashboards for a dealership.
- Built Excel and Power BI dashboards tracking costs, logistics, and procurement.
- Contributed to a 37% sales increase through interactive dashboards that improved stakeholder visibility.
Analytics
Dashboards
Power BI · Excel
Dashboards
Power BI · Excel