Eleven years, one direction — deeper into the stack.
I started as a PHP developer in 2015 and moved steadily down the stack — web scrapers and Flask microservices, then CNN image categorisation, then chatbots, and now multi-agent LLM systems. Every layer left a fingerprint on how I build.
Where I've worked.
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Jan 2024 — PresentCurrent
Lead Data Scientist
HP Inc. · Gurugram
Leading a team of five engineers building an internal multi-agent chatbot that connects Sales and Marketing to the company's own data warehouses in natural language. Tool-augmented agents plan, call SQL and Python, reason over warehouse-scale data, return charts and explain how they got there. Also shipping a B2B sales-intelligence platform that vectorises third-party signals on enterprise accounts and serves a multi-agent reasoning layer that proposes outreach plays.
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Jan 2022 — Feb 2024
Senior Data Scientist
R-Systems (a Blackstone company) · Noida
Built a talking-head Avatar Video Chatbot end to end — Stable Diffusion XL and GFP-GAN for face generation, BARK for voice, Llama 2 with LangChain and PEFT/LoRA for the conversational core. Shipped the Tunein voice assistant on Skullcandy's Skull-iQ platform (Rasa NLU, Dialogflow, Flask, Docker on GKE). Designed a custom diffusion image-generation pipeline from scratch on UNet2D + DDPM, and led a Dataiku CI/CD migration that lifted team productivity by 20%.
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Mar 2020 — Jan 2022
Data Scientist
Big Oh Tech · Craterzone · Noida
Owned product categorisation for an ecommerce catalogue — hybrid CNN + RNN and VGG16 + BiLSTM architectures across millions of SKUs. Trained YOLOv5 detectors for fine-grained part detection on manufacturing floors.
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Jan 2019 — Mar 2020
Python & Data Science Engineer
Clavax Technologies · Gurgaon
Built Flask microservices, a Rasa-powered chatbot integrated with Telegram, and an IMAP-based email classification system that triaged inbound mail at scale.
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Jun 2015 — Dec 2018
PHP & Python Developer
PhpYouth · Delhi NCR
Where it started. Django REST APIs, web scraping with BeautifulSoup and Selenium, and PHP backends — the foundational engineering muscle that still informs how I build ML systems today.
Where I learned it.
- M.Tech, Artificial Intelligence & Machine Learning NIT Warangal Sep 2019 — Aug 2021
- B.Tech, Computer Science MDU Rohtak Jul 2011 — Jun 2015
- TensorFlow & PyTorch certified Deep learning practitioner —
From raw data to production agents.
Gen AI & LLMs
- Multi-agent systems
- RAG & vector DBs
- LangChain & orchestration
- Fine-tuning (PEFT / LoRA)
- Local inference (Ollama, vLLM)
- Prompt engineering & evals
Deep Learning
- CNN, RNN, LSTM, GRU
- Transfer learning
- YOLO, R-CNN, VGG16
- BERT & Transformers
- Diffusion (UNet2D, DDPM)
Machine Learning
- Linear & logistic regression
- Random Forest, XGBoost
- KNN, SVM, K-Means
- PCA & dimensionality reduction
- Time-series forecasting
Languages & Data
- Python, PHP
- MySQL, PostgreSQL, MariaDB
- MongoDB, BigQuery
- Kafka streaming
- Pandas, NumPy, scikit-learn
Cloud & MLOps
- GCP, AWS, Azure
- S3, Redshift
- Docker, GKE
- Dataiku CI/CD
- Azure ML
NLP & Voice
- Rasa NLU, Dialogflow
- Text classification
- Speech synthesis (BARK)
- Embeddings & retrieval
Have a project, a role, or a question?
I read every message myself and usually reply within 48 hours.