@niladripal
AI/ML Engineer who improved model F1 scores at Euphoria GenX and built a RAG system retrieving 500+ research papers.
IndiaAt Euphoria GenX, I engineered computer vision and NLP preprocessing pipelines that increased throughput by 35%. I also trained and fine-tuned deep learning models, improving F1 score by 8.5% over legacy baselines.
I built a RAG knowledge engine that searches 500+ research papers with sub-450ms retrieval latency and 93.4% factual answer precision. My projects also include multi-camera traffic analytics and satellite imagery analysis, using tools such as PyTorch, FastAPI, and TensorRT.
Work history, roles, and key accomplishments
Euphoria GenX
Jan 2026 - Jun 2026 (5 months)
Engineered end-to-end computer vision and NLP pre-processing pipelines, accelerating throughput by 35% using vectorized NumPy operations and multiprocessing. Trained and fine-tuned deep learning models, achieving an 8.5% increase in F1-score over legacy baseline algorithms.
Ardent Computech Pvt. Ltd.
Mar 2025 - Jul 2025 (4 months)
Analyzed multi-protocol telemetry and packet flows to isolate statistical anomalies, mitigating network intrusion exposure by 30%. Configured Intrusion Detection Systems and developed automated Python log-parsing scripts, reducing audit turnaround time to under 15 minutes.
Degrees, certifications, and relevant coursework
Master of Computer Applications, Computer Applications
2024 -
Pursuing a Master of Computer Applications degree from Future Institute of Engineering and Management, Kolkata, expected to complete in 2026.
Bachelor of Computer Applications, Computer Applications
2019 - 2022
Grade: First Class Honors
Completed Bachelor of Computer Applications with First Class Honors from Raiganj University.
NPTEL Certified: Data Analytics Using Python, Data Analytics
Grade: Elite / Credential Verified
Certified in Data Analytics Using Python with Elite credential and verified score.
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